├── networks ├── vb.npy ├── parameters_1721 └── stat.txt ├── configurations └── sample_configuration.json ├── submit ├── submit_grid.sh └── submit.sh ├── README.md ├── src ├── ops.py ├── logger.py ├── models.py ├── policy.py ├── env_wrappers.py └── optimizers.py ├── viz.py ├── .gitignore ├── main.py └── QbertBug_action_names.txt /networks/vb.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PatrykChrabaszcz/Canonical_ES_Atari/HEAD/networks/vb.npy -------------------------------------------------------------------------------- /networks/parameters_1721: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PatrykChrabaszcz/Canonical_ES_Atari/HEAD/networks/parameters_1721 -------------------------------------------------------------------------------- /configurations/sample_configuration.json: -------------------------------------------------------------------------------- 1 | { 2 | "optimizer": "CanonicalESOptimizer", 3 | "settings": { 4 | "learning_rate": 1, 5 | "sigma": 0.01, 6 | "c_sigma_factor": 1, 7 | "mu": 50 8 | }, 9 | "network": "Nature", 10 | "nonlin_name": "elu" 11 | } 12 | -------------------------------------------------------------------------------- /submit/submit_grid.sh: -------------------------------------------------------------------------------- 1 | for game in Pong # SpaceInvaders Enduro BeamRider Breakout Qbert Seaquest Alien 2 | do 3 | for run in 1 2 3 4 | do 5 | msub -v EPISODES_PER_CPU=2,GAME=$game,CONFIG="configurations/sample_configuration.json",RUN=$run -l nodes=5:ppn=20,walltime=10:00:00 submit.sh 6 | done 7 | done -------------------------------------------------------------------------------- /submit/submit.sh: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | module load mpi/openmpi/2.1-gnu-4.8 3 | module load devel/python/3.6.0 4 | source ~/venv/bin/activate 5 | 6 | export LC_ALL=de_DE.utf-8 7 | export LANG=de_DE.utf-8 8 | 9 | cd $EVOLUTION 10 | cd Canonical_ES_Atari 11 | 12 | echo $EPISODES_PER_CPU 13 | echo $GAME 14 | echo $RUN 15 | echo $CONFIG 16 | 17 | mpirun --bind-to core --map-by node -report-bindings python main.py -e $EPISODES_PER_CPU -g $GAME -c $CONFIG -r $RUN 18 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | Canonical ES for benchmarking Atari 2 | Arxiv Paper: 3 | https://arxiv.org/abs/1802.08842 4 | 5 | Code based on: 6 | https://github.com/openai/evolution-strategies-starter 7 | 8 | Atari library version 0.9.1 : 9 | https://gym.openai.com/envs/#atari 10 | 11 | QBert bug: 12 | https://www.youtube.com/watch?v=meE5aaRJ0Zs&feature=em-comments 13 | 14 | QBert bug (fails to exploit): 15 | 16 | https://www.youtube.com/watch?v=XoRV2rxkFG8&feature=youtu.be 17 | 18 | All games (Cherry picked solutions): 19 | https://www.youtube.com/watch?v=0wDzPBiURSI 20 | 21 | 22 | Run viz.py for evaluation of the policy that finds a Qbert bug. 23 | Rerun it until the bug appears. 24 | For evaluation of 30 runs it appeared in 8. -------------------------------------------------------------------------------- /src/ops.py: -------------------------------------------------------------------------------- 1 | import tensorflow as tf 2 | from math import sqrt 3 | 4 | 5 | # Scale and shift parameters in this layer 6 | def scale_shift(c_i, name): 7 | shape = c_i.get_shape()[-1:] 8 | sh = tf.get_variable(name=name + '_shift', shape=shape, dtype=tf.float32, trainable=True, 9 | initializer=tf.zeros_initializer) 10 | sc = tf.get_variable(name=name + '_scale', shape=shape, dtype=tf.float32, trainable=True, 11 | initializer=tf.zeros_initializer) 12 | sc += 1.0 13 | return c_i * sc + sh 14 | 15 | 16 | def count_parameters(): 17 | total_parameters = 0 18 | for variable in tf.trainable_variables(): 19 | shape = variable.get_shape() 20 | variable_parametes = 1 21 | for dim in shape: 22 | variable_parametes *= dim.value 23 | total_parameters += variable_parametes 24 | return total_parameters 25 | -------------------------------------------------------------------------------- /src/logger.py: -------------------------------------------------------------------------------- 1 | import pickle 2 | import os 3 | import numpy as np 4 | 5 | 6 | class Logger(object): 7 | def __init__(self, log_dir): 8 | self.log_dir = log_dir 9 | if not os.path.exists(log_dir): 10 | os.makedirs(log_dir) 11 | 12 | def log(self, message): 13 | with open(os.path.join(self.log_dir, "log.txt"), "a") as f: 14 | f.write(message+"\n") 15 | 16 | def write_general_stat(self, stat_string): 17 | with open(os.path.join(self.log_dir, "stat.txt"), "a") as f: 18 | f.write(stat_string) 19 | 20 | def write_optimizer_stat(self, stat_string): 21 | if stat_string is not None: 22 | with open(os.path.join(self.log_dir, "optimizer_stat.txt"), "a") as f: 23 | f.write(stat_string) 24 | 25 | def save_parameters(self, parameters, iteration): 26 | with open(os.path.join(self.log_dir, "parameters_%d" % iteration), 'wb') as f: 27 | pickle.dump({"parameters": parameters}, f) 28 | 29 | def save_vb(self, vb): 30 | np.save(os.path.join(self.log_dir, "vb.npy"), vb) 31 | -------------------------------------------------------------------------------- /viz.py: -------------------------------------------------------------------------------- 1 | from src.policy import Policy 2 | from natsort import natsorted as sorted 3 | import numpy as np 4 | import pickle 5 | import gym 6 | import os 7 | 8 | 9 | class Visualizer(object): 10 | def __init__(self, game, network, train_directory): 11 | self.game = game 12 | env_name = '%sNoFrameskip-v4' % game 13 | env = gym.make(env_name) 14 | env = gym.wrappers.Monitor(env, '/tmp/temp_%s' % game, mode='evaluation', force=True) 15 | 16 | vb_file = os.path.join(train_directory, "vb.npy") 17 | vb = np.load(vb_file) 18 | parameters_file = sorted(os.listdir(train_directory))[-3] 19 | 20 | self.policy = Policy(env, network, "elu") 21 | 22 | parameters_path = os.path.join(train_directory, parameters_file) 23 | print('Using parameters file %s \n' % parameters_path) 24 | 25 | with open(parameters_path, 'rb') as f: 26 | parameters = pickle.load(f)['params'] 27 | 28 | self.policy.set_parameters(parameters) 29 | self.policy.set_vb(vb) 30 | 31 | def play_game(self): 32 | print(self.policy.rollout(render=True)) 33 | 34 | 35 | if __name__ == '__main__': 36 | vis = Visualizer('Qbert', 'Nature', train_directory='networks') 37 | vis.play_game() 38 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # Pycharm and project related files and folders 2 | .idea/ 3 | 4 | 5 | # Byte-compiled / optimized / DLL files 6 | __pycache__/ 7 | *.py[cod] 8 | *$py.class 9 | 10 | # C extensions 11 | *.so 12 | 13 | # Distribution / packaging 14 | .Python 15 | build/ 16 | develop-eggs/ 17 | dist/ 18 | downloads/ 19 | eggs/ 20 | .eggs/ 21 | lib/ 22 | lib64/ 23 | parts/ 24 | sdist/ 25 | var/ 26 | wheels/ 27 | *.egg-info/ 28 | .installed.cfg 29 | *.egg 30 | MANIFEST 31 | 32 | # PyInstaller 33 | # Usually these files are written by a python script from a template 34 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 35 | *.manifest 36 | *.spec 37 | 38 | # Installer logs 39 | pip-log.txt 40 | pip-delete-this-directory.txt 41 | 42 | # Unit test / coverage reports 43 | htmlcov/ 44 | .tox/ 45 | .coverage 46 | .coverage.* 47 | .cache 48 | nosetests.xml 49 | coverage.xml 50 | *.cover 51 | .hypothesis/ 52 | 53 | # Translations 54 | *.mo 55 | *.pot 56 | 57 | # Django stuff: 58 | *.log 59 | .static_storage/ 60 | .media/ 61 | local_settings.py 62 | 63 | # Flask stuff: 64 | instance/ 65 | .webassets-cache 66 | 67 | # Scrapy stuff: 68 | .scrapy 69 | 70 | # Sphinx documentation 71 | docs/_build/ 72 | 73 | # PyBuilder 74 | target/ 75 | 76 | # Jupyter Notebook 77 | .ipynb_checkpoints 78 | 79 | # pyenv 80 | .python-version 81 | 82 | # celery beat schedule file 83 | celerybeat-schedule 84 | 85 | # SageMath parsed files 86 | *.sage.py 87 | 88 | # Environments 89 | .env 90 | .venv 91 | env/ 92 | venv/ 93 | ENV/ 94 | env.bak/ 95 | venv.bak/ 96 | 97 | # Spyder project settings 98 | .spyderproject 99 | .spyproject 100 | 101 | # Rope project settings 102 | .ropeproject 103 | 104 | # mkdocs documentation 105 | /site 106 | 107 | # mypy 108 | .mypy_cache/ 109 | -------------------------------------------------------------------------------- /src/models.py: -------------------------------------------------------------------------------- 1 | from tensorflow.contrib.layers import conv2d as conv 2 | from tensorflow.contrib.layers import fully_connected as fc 3 | from tensorflow.contrib.layers import batch_norm as bn 4 | from .ops import scale_shift 5 | import tensorflow as tf 6 | import numpy as np 7 | 8 | # Some configuration parameters for convolution and dense layers 9 | # This will avoid unnecessary repeats 10 | # Be careful when you change those values as many models will overwrite 11 | # some fields 12 | conv_args = { 13 | "padding": "VALID", 14 | "biases_initializer": None, 15 | "activation_fn": None, 16 | "weights_initializer": tf.random_normal_initializer(0, 0.05) 17 | } 18 | dense_args = { 19 | "biases_initializer": None, 20 | "activation_fn": None, 21 | "weights_initializer": tf.random_normal_initializer(0, 0.05) 22 | } 23 | 24 | bn_args = { 25 | "decay": 0., 26 | "center": True, 27 | "scale": False, 28 | "epsilon": 1e-8, 29 | "activation_fn": tf.nn.elu, 30 | "is_training": False 31 | } 32 | 33 | 34 | # Assumes that this will be called only once and changes bn_args dictionary 35 | def Nature(c_i, out_num, nonlin, is_training): 36 | # Adjust bn_args dictionary 37 | bn_args["activation_fn"] = nonlin 38 | bn_args["is_training"] = is_training 39 | c_i = conv(c_i, 32, 8, 4, **conv_args) 40 | c_i = bn(c_i, **bn_args) 41 | 42 | c_i = conv(c_i, 64, 4, 2, **conv_args) 43 | c_i = bn(c_i, **bn_args) 44 | 45 | c_i = conv(c_i, 64, 3, 1, **conv_args) 46 | c_i = bn(c_i, **bn_args) 47 | 48 | c_i = tf.reshape(c_i, [-1, np.prod([int(s) for s in c_i.get_shape()[1:]])]) 49 | c_i = fc(c_i, num_outputs=512, **dense_args) 50 | c_i = bn(c_i, **bn_args) 51 | 52 | # We can't use "center" here. We have to apply scale first and then shift 53 | # This will be done with "scale_shift" layer 54 | bn_args["center"] = False 55 | bn_args["activation_fn"] = None 56 | c_i = fc(c_i, num_outputs=out_num, **dense_args) 57 | c_i = bn(c_i, **bn_args) 58 | 59 | # We can't add scale to this batch norm because we might want to apply L2 reg and we would like 60 | # this scale to be centered in 1 instead of 0 61 | c_i = scale_shift(c_i, name="scale") 62 | return c_i 63 | -------------------------------------------------------------------------------- /src/policy.py: -------------------------------------------------------------------------------- 1 | from src.env_wrappers import wrap_dqn 2 | from src.models import Nature 3 | import tensorflow as tf 4 | import numpy as np 5 | 6 | 7 | nonlin_dict = { 8 | 'elu': tf.nn.elu, 9 | 'relu': tf.nn.relu, 10 | 'sigmoid': tf.nn.sigmoid, 11 | 'tanh': tf.nn.tanh 12 | } 13 | 14 | 15 | # If you add a new network you should add "string --> class" mapping here. 16 | network_dict = { 17 | "Nature": Nature, 18 | } 19 | 20 | 21 | class Policy(object): 22 | def __init__(self, env, network, nonlin_name): 23 | # Size of the virtual batch 24 | self.vb_size = 128 25 | # Maximum length of each episode (in steps) 26 | self.max_episode_len = 25000 27 | # Nonlinearity used in the network 28 | self.nonlin = nonlin_dict[nonlin_name] 29 | 30 | self.vb = None 31 | 32 | # Apply standard reinforcement learning preprocessing pipeline. 33 | # to the input frames 34 | self.env = wrap_dqn(env) 35 | 36 | # Shapes of the input and output of the network. 37 | self.in_shape = list(self.env.observation_space.shape) 38 | self.out_num = self.env.action_space.n 39 | 40 | # is_training is set to True when we forward virtual batch at the beginning of each iteration. 41 | # This updates normalization statistics, is_training is set to False during episode evaluation. 42 | self.is_training = tf.placeholder(tf.bool, [], name="is_training") 43 | 44 | # Placeholder for the input state 45 | self.input_placeholder = tf.placeholder(tf.float32, [None] + self.in_shape, name='Input') 46 | 47 | # Create session for 1 CPU 48 | tf_config = tf.ConfigProto(inter_op_parallelism_threads=1, intra_op_parallelism_threads=1) 49 | self.sess = tf.Session(config=tf_config) 50 | 51 | # Output from the network, computed values for each action. 52 | # In each step we will execute action with the maximum value. 53 | NetworkClass = network_dict[network] 54 | self.action_op = NetworkClass(self.input_placeholder, self.out_num, self.nonlin, self.is_training) 55 | 56 | # Tensorflow operation to compute and save virtual batch normalization statistics. 57 | self.vb_op = tf.get_collection(tf.GraphKeys.UPDATE_OPS) 58 | 59 | self.sess.run(tf.global_variables_initializer()) 60 | 61 | # Those variables will be updated using ES algorithm. 62 | self.parameters = tf.trainable_variables() 63 | 64 | # We need to save parameter shapes. Those are used when extracting parameters from flat array. 65 | self.parameter_shapes = [Policy.shape2int(p) for p in self.parameters] 66 | 67 | # Operations to assign new values to the parameters. 68 | self.parameters_placeholders = [tf.placeholder(dtype=tf.float32, shape=s) for s in self.parameter_shapes] 69 | self.set_parameters_ops = [par.assign(placeholder) for par, placeholder in 70 | zip(self.parameters, self.parameters_placeholders)] 71 | 72 | @staticmethod 73 | def shape2int(x): 74 | s = x.get_shape() 75 | return [int(si) for si in s] 76 | 77 | def get_vb(self): 78 | # Plays the game using random actions, 79 | # after each step if game is not done there is 1% probability 80 | # that the state will be saved in the reference batch. 81 | # Ends when enough samples were collected (128 by default). 82 | vb = [] 83 | self.env.reset() 84 | while len(vb) < self.vb_size: 85 | # Apply random action and with 1% chance save this state. 86 | state, _, done, _ = self.env.step(np.random.randint(self.out_num)) 87 | if done: 88 | self.env.reset() 89 | elif np.random.rand() < 0.01: 90 | vb.append(np.array(state)) 91 | 92 | vb = np.asarray(vb) 93 | self.set_vb(vb) 94 | return vb 95 | 96 | def set_vb(self, vb): 97 | self.vb = vb 98 | # Computes normalization statistics using virtual batch. 99 | self.sess.run(self.vb_op, feed_dict={self.input_placeholder: self.vb, self.is_training: True}) 100 | 101 | def get_parameters(self): 102 | # Extracts parameters from the network and returns flat 1D array with parameter values. 103 | parameters = self.sess.run(self.parameters) 104 | return np.concatenate([p.flatten() for p in parameters]) 105 | 106 | def set_parameters(self, parameters): 107 | # Sets network parameters from flat 1D array with parameter values. 108 | feed_dict = {} 109 | current_position = 0 110 | for parameter_placeholder, shape in zip(self.parameters_placeholders, self.parameter_shapes): 111 | length = np.prod(shape) 112 | feed_dict[parameter_placeholder] = parameters[current_position:current_position+length].reshape(shape) 113 | current_position += length 114 | self.sess.run(self.set_parameters_ops, feed_dict=feed_dict) 115 | 116 | # We need to update normalization statistics each time new parameters are set. 117 | if self.vb is not None: 118 | self.sess.run(self.vb_op, feed_dict={self.input_placeholder: self.vb, self.is_training: True}) 119 | 120 | def rollout(self, render=False): 121 | # Evaluates the policy for up to max_episode_len steps. 122 | ob = self.env.reset() 123 | ob = np.asarray(ob) 124 | t = 0 125 | rew_sum = 0 126 | for _ in range(self.max_episode_len): 127 | ac = self.sess.run(self.action_op, feed_dict={self.input_placeholder: [ob], self.is_training: False}) 128 | ob, rew, done, _ = self.env.step(np.argmax(ac)) 129 | ob = np.asarray(ob) 130 | rew_sum += rew 131 | t += 1 132 | if render: 133 | self.env.render() 134 | if done: 135 | break 136 | 137 | return rew_sum, t 138 | 139 | 140 | # Wrapper for setting some parameters to 0 in specified layers. 141 | # Was used to test how well the network works if we decrease the number of parameters. 142 | class DropoutPolicy(Policy): 143 | def __init__(self, env, network, nonlin_name, seed=1, keep=0.01, layers=(6,)): 144 | super().__init__(env, network, nonlin_name) 145 | state = np.random.RandomState(seed) 146 | 147 | # Layers for which we apply dropout (index). 148 | self.layers = layers 149 | 150 | parameters = self.sess.run(self.parameters) 151 | 152 | # Mask will contain indices in par vector for which we do not apply dropout 153 | self.mask = [] 154 | offset = 0 155 | for i, p in enumerate(parameters): 156 | size = np.prod([int(s) for s in p.shape]) 157 | 158 | if i in layers: 159 | indices = state.choice(range(offset, offset + size), size=int(size*keep), replace=False) 160 | self.mask.extend(indices) 161 | else: 162 | self.mask.extend(range(offset, offset + size)) 163 | offset += size 164 | 165 | # Ignore some parameters (Will set them to 0 and never update) 166 | self._parameters = np.zeros(offset) 167 | self._parameters[self.mask] = super().get_parameters()[self.mask] 168 | super().set_parameters(self._parameters) 169 | 170 | def get_parameters(self): 171 | return self._parameters[self.mask] 172 | 173 | def set_parameters(self, parameters): 174 | self._parameters[self.mask] = parameters 175 | super().set_parameters(self._parameters) 176 | -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- 1 | from src.optimizers import OpenAIOptimizer, CanonicalESOptimizer, CanonicalESMeanOptimizer 2 | from src.policy import Policy 3 | from src.logger import Logger 4 | 5 | from argparse import ArgumentParser 6 | from mpi4py import MPI 7 | import numpy as np 8 | import time 9 | import json 10 | import gym 11 | 12 | 13 | # This will allow us to create optimizer based on the string value from the configuration file. 14 | # Add you optimizers to this dictionary. 15 | optimizer_dict = { 16 | 'OpenAIOptimizer': OpenAIOptimizer, 17 | 'CanonicalESOptimizer': CanonicalESOptimizer, 18 | 'CanonicalESMeanOptimizer': CanonicalESMeanOptimizer 19 | } 20 | 21 | 22 | # Main function that executes training loop. 23 | # Population size is derived from the number of CPUs 24 | # and the number of episodes per CPU. 25 | # One CPU (id: 0) is used to evaluate currently proposed 26 | # solution in each iteration. 27 | # run_name comes useful when the same hyperparameters 28 | # are evaluated multiple times. 29 | def main(ep_per_cpu, game, configuration_file, run_name): 30 | start_time = time.time() 31 | 32 | with open(configuration_file, 'r') as f: 33 | configuration = json.loads(f.read()) 34 | 35 | env_name = '%sNoFrameskip-v4' % game 36 | 37 | # MPI stuff 38 | comm = MPI.COMM_WORLD 39 | rank = comm.Get_rank() 40 | cpus = comm.Get_size() 41 | 42 | # One cpu (rank 0) will evaluate results 43 | train_cpus = cpus - 1 44 | 45 | # Deduce population size 46 | lam = train_cpus * ep_per_cpu 47 | 48 | # Create environment 49 | env = gym.make(env_name) 50 | 51 | # Create policy (Deep Neural Network) 52 | # Internally it applies preprocessing to the environment state 53 | policy = Policy(env, network=configuration['network'], nonlin_name=configuration['nonlin_name']) 54 | 55 | # Create reference batch used for normalization 56 | # It will be overwritten with vb from worker with rank 0 57 | vb = policy.get_vb() 58 | 59 | # Extract vector with current parameters. 60 | parameters = policy.get_parameters() 61 | 62 | # Send parameters from worker 0 to all workers (MPI stuff) 63 | # to ensure that every worker starts in the same position 64 | comm.Bcast([parameters, MPI.FLOAT], root=0) 65 | comm.Bcast([vb, MPI.FLOAT], root=0) 66 | 67 | # Set the same virtual batch for each worker 68 | if rank != 0: 69 | policy.set_vb(vb) 70 | 71 | # Create optimizer with user defined settings (hyperparameters) 72 | OptimizerClass = optimizer_dict[configuration['optimizer']] 73 | optimizer = OptimizerClass(parameters, lam, rank, configuration["settings"]) 74 | 75 | # Only rank 0 worker will log information from the training 76 | logger = None 77 | if rank == 0: 78 | # Initialize logger, save virtual batch and save some basic stuff at the beginning 79 | logger = Logger(optimizer.log_path(game, configuration['network'], run_name)) 80 | logger.save_vb(vb) 81 | 82 | # Log basic stuff 83 | logger.log('Game'.ljust(25) + '%s' % game) 84 | logger.log('Network'.ljust(25) + '%s' % configuration['network']) 85 | logger.log('Optimizer'.ljust(25) + '%s' % configuration['optimizer']) 86 | logger.log('Number of CPUs'.ljust(25) + '%d' % cpus) 87 | logger.log('Population'.ljust(25) + '%d' % lam) 88 | logger.log('Dimensionality'.ljust(25) + '%d' % len(parameters)) 89 | 90 | # Log basic info from the optimizer 91 | optimizer.log_basic(logger) 92 | 93 | # We will count number of steps 94 | # frames = 4 * steps (3 * steps for SpaceInvaders) 95 | steps_passed = 0 96 | while True: 97 | # Iteration start time 98 | iter_start_time = time.time() 99 | # Workers that run train episodes 100 | if rank != 0: 101 | # Empty arrays for each episode. We save: length, reward, noise index 102 | lens = [0] * ep_per_cpu 103 | rews = [0] * ep_per_cpu 104 | inds = [0] * ep_per_cpu 105 | 106 | # For each episode in this CPU we get new parameters, 107 | # update policy network and perform policy rollout 108 | for i in range(ep_per_cpu): 109 | ind, p = optimizer.get_parameters() 110 | policy.set_parameters(p) 111 | e_rew, e_len = policy.rollout() 112 | lens[i] = e_len 113 | rews[i] = e_rew 114 | inds[i] = ind 115 | 116 | # Aggregate information, will later send it to each worker using MPI 117 | msg = np.array(rews + lens + inds, dtype=np.int32) 118 | 119 | # Worker rank 0 that runs evaluation episodes 120 | else: 121 | rews = [0] * ep_per_cpu 122 | lens = [0] * ep_per_cpu 123 | for i in range(ep_per_cpu): 124 | ind, p = optimizer.get_parameters() 125 | policy.set_parameters(p) 126 | e_rew, e_len = policy.rollout() 127 | rews[i] = e_rew 128 | lens[i] = e_len 129 | 130 | eval_mean_rew = np.mean(rews) 131 | eval_max_rew = np.max(rews) 132 | 133 | # Empty array, evaluation results are not used for the update 134 | msg = np.zeros(3 * ep_per_cpu, dtype=np.int32) 135 | 136 | # MPI stuff 137 | # Initialize array which will be updated with information from all workers using MPI 138 | results = np.empty((cpus, 3 * ep_per_cpu), dtype=np.int32) 139 | comm.Allgather([msg, MPI.INT], [results, MPI.INT]) 140 | 141 | # Skip empty evaluation results from worker with id 0 142 | results = results[1:, :] 143 | 144 | # Extract IDs and rewards 145 | rews = results[:, :ep_per_cpu].flatten() 146 | lens = results[:, ep_per_cpu:(2*ep_per_cpu)].flatten() 147 | ids = results[:, (2*ep_per_cpu):].flatten() 148 | 149 | # Update parameters 150 | optimizer.update(ids=ids, rewards=rews) 151 | 152 | # Steps passed = Sum of episode steps from all offsprings 153 | steps = np.sum(lens) 154 | steps_passed += steps 155 | 156 | # Write some logs for this iteration 157 | # Using logs we are able to recover solution saved 158 | # after 1 hour of training or after 1 billion frames 159 | if rank == 0: 160 | iteration_time = (time.time() - iter_start_time) 161 | time_elapsed = (time.time() - start_time)/60 162 | train_mean_rew = np.mean(rews) 163 | train_max_rew = np.max(rews) 164 | logger.log('------------------------------------') 165 | logger.log('Iteration'.ljust(25) + '%f' % optimizer.iteration) 166 | logger.log('EvalMeanReward'.ljust(25) + '%f' % eval_mean_rew) 167 | logger.log('EvalMaxReward'.ljust(25) + '%f' % eval_max_rew) 168 | logger.log('TrainMeanReward'.ljust(25) + '%f' % train_mean_rew) 169 | logger.log('TrainMaxReward'.ljust(25) + '%f' % train_max_rew) 170 | logger.log('StepsSinceStart'.ljust(25) + '%f' % steps_passed) 171 | logger.log('StepsThisIter'.ljust(25) + '%f' % steps) 172 | logger.log('IterationTime'.ljust(25) + '%f' % iteration_time) 173 | logger.log('TimeSinceStart'.ljust(25) + '%f' % time_elapsed) 174 | 175 | # Give optimizer a chance to log its own stuff 176 | optimizer.log(logger) 177 | logger.log('------------------------------------') 178 | 179 | # Write stuff for training curve plot 180 | stat_string = "{},\t{},\t{},\t{},\t{},\t{}\n".\ 181 | format(steps_passed, (time.time()-start_time), 182 | eval_mean_rew, eval_max_rew, train_mean_rew, train_max_rew) 183 | logger.write_general_stat(stat_string) 184 | logger.write_optimizer_stat(optimizer.stat_string()) 185 | 186 | # Save currently proposed solution every 20 iterations 187 | if optimizer.iteration % 20 == 1: 188 | logger.save_parameters(optimizer.parameters, optimizer.iteration) 189 | 190 | 191 | def parse_arguments(): 192 | parser = ArgumentParser() 193 | parser.add_argument('-e', '--episodes_per_cpu', 194 | help="Number of episode evaluations for each CPU, " 195 | "population_size = episodes_per_cpu * Number of CPUs", 196 | default=1, type=int) 197 | parser.add_argument('-g', '--game', help="Atari Game used to train an agent") 198 | parser.add_argument('-c', '--configuration_file', help='Path to configuration file') 199 | parser.add_argument('-r', '--run_name', help='Name of the run, used to create log folder name', type=str) 200 | args = parser.parse_args() 201 | return args.episodes_per_cpu, args.game, args.configuration_file, args.run_name 202 | 203 | 204 | if __name__ == '__main__': 205 | ep_per_cpu, game, configuration_file, run_name = parse_arguments() 206 | main(ep_per_cpu, game, configuration_file, run_name) 207 | -------------------------------------------------------------------------------- /src/env_wrappers.py: -------------------------------------------------------------------------------- 1 | # OpenAI Wrapper for Atari environments 2 | # https://github.com/openai/baselines/blob/master/baselines/common/atari_wrappers_deprecated.py 3 | 4 | import cv2 5 | import gym 6 | import numpy as np 7 | 8 | from collections import deque 9 | from gym import spaces 10 | from gym import wrappers 11 | 12 | 13 | class NoopResetEnv(gym.Wrapper): 14 | def __init__(self, env=None, noop_max=30): 15 | """Sample initial states by taking random number of no-ops on reset. 16 | No-op is assumed to be action 0. 17 | """ 18 | super(NoopResetEnv, self).__init__(env) 19 | self.noop_max = noop_max 20 | self.override_num_noops = None 21 | assert env.unwrapped.get_action_meanings()[0] == 'NOOP' 22 | 23 | def _reset(self): 24 | """ Do no-op action for a number of steps in [1, noop_max].""" 25 | self.env.reset() 26 | if self.override_num_noops is not None: 27 | noops = self.override_num_noops 28 | else: 29 | noops = np.random.randint(1, self.noop_max + 1) 30 | assert noops > 0 31 | obs = None 32 | for _ in range(noops): 33 | obs, _, done, _ = self.env.step(0) 34 | if done: 35 | obs = self.env.reset() 36 | return obs 37 | 38 | 39 | class FireResetEnvLife(gym.Wrapper): 40 | def __init__(self, env=None): 41 | """For environments where the user need to press FIRE for the game to start.""" 42 | super(FireResetEnvLife, self).__init__(env) 43 | assert env.unwrapped.get_action_meanings()[1] == 'FIRE' 44 | assert len(env.unwrapped.get_action_meanings()) >= 3 45 | self.lives = 0 46 | 47 | def _step(self, action): 48 | obs, reward, done, info = self.env.step(action) 49 | lives = self.env.unwrapped.ale.lives() 50 | if self.lives != lives: 51 | self.lives = lives 52 | obs, _, done, _ = self.env.step(1) 53 | if done == False: 54 | obs, _, done, _ = self.env.step(2) 55 | 56 | 57 | return obs, reward, done, info 58 | 59 | def _reset(self): 60 | self.env.reset() 61 | obs, _, done, _ = self.env.step(1) 62 | if done: 63 | self.env.reset() 64 | obs, _, done, _ = self.env.step(2) 65 | if done: 66 | self.env.reset() 67 | return obs 68 | 69 | 70 | class FireResetEnv(gym.Wrapper): 71 | def __init__(self, env=None): 72 | """For environments where the user need to press FIRE for the game to start.""" 73 | super(FireResetEnv, self).__init__(env) 74 | assert env.unwrapped.get_action_meanings()[1] == 'FIRE' 75 | assert len(env.unwrapped.get_action_meanings()) >= 3 76 | 77 | def _reset(self): 78 | self.env.reset() 79 | obs, _, done, _ = self.env.step(1) 80 | if done: 81 | self.env.reset() 82 | obs, _, done, _ = self.env.step(2) 83 | if done: 84 | self.env.reset() 85 | return obs 86 | 87 | 88 | class EpisodicLifeEnv(gym.Wrapper): 89 | def __init__(self, env=None): 90 | """Make end-of-life == end-of-episode, but only reset on true game over. 91 | Done by DeepMind for the DQN and co. since it helps value estimation. 92 | """ 93 | super(EpisodicLifeEnv, self).__init__(env) 94 | self.lives = 0 95 | self.was_real_done = True 96 | self.was_real_reset = False 97 | 98 | def _step(self, action): 99 | obs, reward, done, info = self.env.step(action) 100 | self.was_real_done = done 101 | # check current lives, make loss of life terminal, 102 | # then update lives to handle bonus lives 103 | lives = self.env.unwrapped.ale.lives() 104 | if lives < self.lives and lives > 0: 105 | # for Qbert somtimes we stay in lives == 0 condtion for a few frames 106 | # so its important to keep lives > 0, so that we only reset once 107 | # the environment advertises done. 108 | done = True 109 | self.lives = lives 110 | return obs, reward, done, info 111 | 112 | def _reset(self): 113 | """Reset only when lives are exhausted. 114 | This way all states are still reachable even though lives are episodic, 115 | and the learner need not know about any of this behind-the-scenes. 116 | """ 117 | if self.was_real_done: 118 | obs = self.env.reset() 119 | self.was_real_reset = True 120 | else: 121 | # no-op step to advance from terminal/lost life state 122 | obs, _, _, _ = self.env.step(0) 123 | self.was_real_reset = False 124 | self.lives = self.env.unwrapped.ale.lives() 125 | return obs 126 | 127 | 128 | class MaxAndSkipEnv(gym.Wrapper): 129 | def __init__(self, env=None, skip=4): 130 | """Return only every `skip`-th frame""" 131 | super(MaxAndSkipEnv, self).__init__(env) 132 | # most recent raw observations (for max pooling across time steps) 133 | self._obs_buffer = deque(maxlen=2) 134 | self._skip = skip 135 | 136 | def _step(self, action): 137 | total_reward = 0.0 138 | done = None 139 | for _ in range(self._skip): 140 | obs, reward, done, info = self.env.step(action) 141 | self._obs_buffer.append(obs) 142 | total_reward += reward 143 | if done: 144 | break 145 | 146 | max_frame = np.max(np.stack(self._obs_buffer), axis=0) 147 | 148 | return max_frame, total_reward, done, info 149 | 150 | def _reset(self): 151 | """Clear past frame buffer and init. to first obs. from inner env.""" 152 | self._obs_buffer.clear() 153 | obs = self.env.reset() 154 | self._obs_buffer.append(obs) 155 | return obs 156 | 157 | 158 | class ProcessFrame84(gym.ObservationWrapper): 159 | def __init__(self, env=None): 160 | super(ProcessFrame84, self).__init__(env) 161 | self.observation_space = spaces.Box(low=0, high=255, shape=(84, 84, 1)) 162 | 163 | def _observation(self, obs): 164 | return ProcessFrame84.process(obs) 165 | 166 | @staticmethod 167 | def process(frame): 168 | resized_screen = None 169 | if frame.size == 210 * 160 * 3: 170 | img = np.reshape(frame, [210, 160, 3]).astype(np.float32) 171 | elif frame.size == 250 * 160 * 3: 172 | img = np.reshape(frame, [250, 160, 3]).astype(np.float32) 173 | else: 174 | assert False, "Unknown resolution." 175 | img = img[:, :, 0] * 0.299 + img[:, :, 1] * 0.587 + img[:, :, 2] * 0.114 176 | resized_screen = cv2.resize(img, (84, 110), interpolation=cv2.INTER_AREA) 177 | x_t = resized_screen[18:102, :] 178 | x_t = np.reshape(x_t, [84, 84, 1]) 179 | return x_t.astype(np.uint8) 180 | 181 | 182 | class ClippedRewardsWrapper(gym.RewardWrapper): 183 | def _reward(self, reward): 184 | """Change all the positive rewards to 1, negative to -1 and keep zero.""" 185 | return np.sign(reward) 186 | 187 | 188 | class LazyFrames(object): 189 | def __init__(self, frames): 190 | """This object ensures that common frames between the observations are only stored once. 191 | It exists purely to optimize memory usage which can be huge for DQN's 1M frames replay 192 | buffers. 193 | This object should only be converted to numpy array before being passed to the model. 194 | You'd not belive how complex the previous solution was.""" 195 | self._frames = frames 196 | 197 | def __array__(self, dtype=None): 198 | out = np.concatenate(self._frames, axis=2) 199 | if dtype is not None: 200 | out = out.astype(dtype) 201 | return out 202 | 203 | 204 | class FrameStack(gym.Wrapper): 205 | def __init__(self, env, k): 206 | """Stack k last frames. 207 | Returns lazy array, which is much more memory efficient. 208 | See Also 209 | -------- 210 | baselines.common.atari_wrappers.LazyFrames 211 | """ 212 | gym.Wrapper.__init__(self, env) 213 | self.k = k 214 | self.frames = deque([], maxlen=k) 215 | shp = env.observation_space.shape 216 | self.observation_space = spaces.Box(low=0, high=255, shape=(shp[0], shp[1], shp[2] * k)) 217 | 218 | def _reset(self): 219 | ob = self.env.reset() 220 | for _ in range(self.k): 221 | self.frames.append(ob) 222 | return self._get_ob() 223 | 224 | def _step(self, action): 225 | ob, reward, done, info = self.env.step(action) 226 | self.frames.append(ob) 227 | return self._get_ob(), reward, done, info 228 | 229 | def _get_ob(self): 230 | assert len(self.frames) == self.k 231 | return LazyFrames(list(self.frames)) 232 | 233 | 234 | class ScaledFloatFrame(gym.ObservationWrapper): 235 | def _observation(self, obs): 236 | # careful! This undoes the memory optimization, use 237 | # with smaller replay buffers only. 238 | return np.array(obs).astype(np.float32) / 255.0 239 | 240 | 241 | def wrap_dqn(env): 242 | """Apply a common set of wrappers for Atari games.""" 243 | assert 'NoFrameskip' in env.spec.id 244 | # env = EpisodicLifeEnv(env) 245 | env = NoopResetEnv(env, noop_max=30) 246 | fs = 4 247 | if "SpaceInvaders" in env.spec.id: 248 | fs = 3 249 | env = MaxAndSkipEnv(env, skip=fs) 250 | 251 | if 'FIRE' in env.unwrapped.get_action_meanings(): 252 | env = FireResetEnvLife(env) 253 | env = ProcessFrame84(env) 254 | env = FrameStack(env, 4) 255 | # env = ClippedRewardsWrapper(env) 256 | return env 257 | 258 | 259 | class A2cProcessFrame(gym.Wrapper): 260 | def __init__(self, env): 261 | gym.Wrapper.__init__(self, env) 262 | self.observation_space = spaces.Box(low=0, high=255, shape=(84, 84, 1)) 263 | 264 | def _step(self, action): 265 | ob, reward, done, info = self.env.step(action) 266 | return A2cProcessFrame.process(ob), reward, done, info 267 | 268 | def _reset(self): 269 | return A2cProcessFrame.process(self.env.reset()) 270 | 271 | @staticmethod 272 | def process(frame): 273 | frame = cv2.cvtColor(frame, cv2.COLOR_RGB2GRAY) 274 | frame = cv2.resize(frame, (84, 84), interpolation=cv2.INTER_AREA) 275 | return frame.reshape(84, 84, 1) 276 | -------------------------------------------------------------------------------- /src/optimizers.py: -------------------------------------------------------------------------------- 1 | import numpy as np 2 | from itertools import groupby 3 | from operator import itemgetter 4 | 5 | 6 | class BaseOptimizer(object): 7 | def __init__(self, parameters, rank): 8 | # Worker id (MPI stuff). 9 | self.rank = rank 10 | # 2 GB of random noise as in OpenAI paper. 11 | self.noise_table = np.random.RandomState(123).randn(int(5e8)).astype('float32') 12 | # Dimensionality of the problem 13 | self.n = len(parameters) 14 | # Current solution (The one that we report). 15 | self.parameters = parameters 16 | # Computed update, step in parameter space computed in each iteration. 17 | self.step = 0 18 | 19 | # Should be increased when iteration is done. 20 | self.iteration = 0 21 | 22 | # Sample random index from the noise table. 23 | def r_noise_id(self): 24 | return np.random.random_integers(0, len(self.noise_table)-self.n) 25 | 26 | # Returns parameters to evaluate for a worker and an ID. 27 | # ID is used when computing update step (It might indicate index in the noise table). 28 | def get_parameters(self): 29 | raise NotImplementedError 30 | 31 | # Function to compute how far from the origin the current solution is and how 32 | # big are the update steps. 33 | def magnitude(self, vec): 34 | return np.sqrt(np.sum(np.square(vec))) 35 | 36 | # Updates Optimizer based on IDs and rewards from evaluations 37 | def update(self, ids, rewards): 38 | raise NotImplementedError 39 | 40 | # Use logger to log basic info after each iteration 41 | def log(self, logger): 42 | raise NotImplementedError 43 | 44 | # Use logger to log basic info. 45 | # Will be called at the beginning of the training. 46 | def log_basic(self, logger): 47 | raise NotImplementedError 48 | 49 | # Each optimizer might have different folder structure to log results. 50 | # Advice: derive log_path from optimizer parameters and this function 51 | # parameters. 52 | def log_path(self, game, network, run_name): 53 | raise NotImplementedError 54 | 55 | # Used to log optimizer specific statistics. 56 | # Will be called after each iteration and saved in separate file. 57 | def stat_string(self): 58 | return None 59 | 60 | 61 | class OpenAIOptimizer(BaseOptimizer): 62 | # Place for OpenAI algorithm from: 63 | # Evolution Strategies as a Scalable Alternative to Reinforcement Learning 64 | # https://arxiv.org/pdf/1703.03864.pdf 65 | def __init__(self, parameters, lam, rank, settings): 66 | super().__init__(parameters, rank) 67 | 68 | self.lam = lam 69 | 70 | # Extract parameters from configuration file. 71 | self.sigma = settings['sigma'] 72 | self.weight_decay = settings['weight_decay'] 73 | self.lr = settings['learning_rate'] 74 | self.momentum = settings['momentum'] 75 | 76 | # Momentum. 77 | self.v = np.zeros_like(parameters) 78 | 79 | # Gradient. 80 | self.g = np.zeros_like(parameters) 81 | 82 | # Weight decay. 83 | self.wd = np.zeros_like(parameters) 84 | 85 | # Variables required to alternate between positive and negative noise (Mirror sampling). 86 | self.state = True 87 | self.r_id = None 88 | 89 | def get_parameters(self): 90 | # Worker 0 will always evaluate currently proposed solution. 91 | if self.rank == 0: 92 | return None, self.parameters 93 | 94 | # This will alter between returning parameters with positive and negative noise. 95 | else: 96 | if self.state: 97 | self.r_id = self.r_noise_id() 98 | p = self.parameters + self.sigma * self.noise_table[self.r_id:(self.r_id + self.n)] 99 | else: 100 | p = self.parameters - self.sigma * self.noise_table[self.r_id:(self.r_id + self.n)] 101 | 102 | self.state = not self.state 103 | 104 | return self.r_id, p 105 | 106 | # Noise index of evaluated solution is used as an ID in this optimizer. 107 | def update(self, ids, rewards): 108 | raise NotImplementedError('OpenAI implementation is not publicly available.') 109 | 110 | def log_basic(self, logger): 111 | logger.log('Lambda'.ljust(25) + '%d' % self.lam) 112 | logger.log('Sigma'.ljust(25) + '%f' % self.sigma) 113 | logger.log('WeightDecay'.ljust(25) + '%f' % self.weight_decay) 114 | logger.log('LearningRate'.ljust(25) + '%f' % self.lr) 115 | logger.log('Momentum'.ljust(25) + '%f' % self.momentum) 116 | logger.log('ParamNorm'.ljust(25) + '%f' % self.magnitude(self.parameters)) 117 | 118 | def log(self, logger): 119 | logger.log('ParamNorm'.ljust(25) + '%f' % self.magnitude(self.parameters)) 120 | logger.log('GradNorm'.ljust(25) + '%f' % self.magnitude(self.g)) 121 | logger.log('WeightDecayNorm'.ljust(25) + '%f' % self.magnitude(self.wd)) 122 | logger.log('StepNorm'.ljust(25) + '%f' % self.magnitude(self.step)) 123 | 124 | def log_path(self, game, network, run_name): 125 | return "logs_mpi/%s/OpenAI/%s/%d/%f/%f/%f/%f/%s" % \ 126 | (game, network, self.lam, self.sigma, self.lr, self.weight_decay, self.momentum, run_name) 127 | 128 | 129 | class CanonicalESOptimizer(BaseOptimizer): 130 | # CanonicalES algorithm as in the paper: 131 | # Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari 132 | def __init__(self, parameters, lam, rank, settings): 133 | super().__init__(parameters, rank) 134 | 135 | self.lam = lam 136 | self.sigma = settings['sigma'] 137 | 138 | # One could experiment with different learning_rates. 139 | # Disabled for our experiments (by setting to 1). 140 | self.lr = settings['learning_rate'] 141 | 142 | # Parent population size 143 | self.u = settings['mu'] 144 | 145 | # One could experiment rescaling c_sigma to stronger adjust sample distribution noise. 146 | # Disabled for our experiments (by setting to 1). 147 | self.c_sigma_factor = settings['c_sigma_factor'] 148 | 149 | assert(self.u <= self.lam) 150 | 151 | # Compute weights for weighted mean of the top self.u offsprings 152 | # (parents for the next generation). 153 | self.w = np.array([np.log(self.u + 0.5) - np.log(i) for i in range(1, self.u + 1)]) 154 | self.w /= np.sum(self.w) 155 | 156 | # Noise adaptation stuff. 157 | self.p_sigma = np.zeros(self.n) 158 | self.u_w = 1 / float(np.sum(np.square(self.w))) 159 | self.c_sigma = (self.u_w + 2) / (self.n + self.u_w + 5) 160 | self.c_sigma *= self.c_sigma_factor 161 | self.const_1 = np.sqrt(self.u_w * self.c_sigma * (2 - self.c_sigma)) 162 | 163 | def get_parameters(self): 164 | if self.rank == 0: 165 | return None, self.parameters 166 | r_id = self.r_noise_id() 167 | p = self.parameters + self.sigma * self.noise_table[r_id:(r_id + self.n)] 168 | return r_id, p 169 | 170 | def update(self, ids, rewards): 171 | # Best will point to solutions with the highest rewards 172 | # best[0] = index of the solution with the best reward 173 | best = np.array(rewards).argsort()[::-1][:self.u] 174 | step = np.zeros(self.n) 175 | 176 | # Simple weighted mean of top self.u offsprings 177 | for i in range(self.u): 178 | ind = ids[best[i]] 179 | step += self.w[i] * self.noise_table[ind:ind + self.n] 180 | 181 | self.step = self.lr * self.sigma * step 182 | self.parameters += self.step 183 | 184 | # Noise adaptation stuff. 185 | self.p_sigma = (1 - self.c_sigma) * self.p_sigma + self.const_1 * step 186 | self.sigma = self.sigma * np.exp((self.c_sigma / 2) * (np.sum(np.square(self.p_sigma)) / self.n - 1)) 187 | 188 | self.iteration += 1 189 | 190 | def log_basic(self, logger): 191 | logger.log('Lambda'.ljust(25) + '%d' % self.lam) 192 | logger.log('Mu'.ljust(25) + '%d' % self.u) 193 | logger.log('LearningRate'.ljust(25) + '%f' % self.lr) 194 | logger.log('MuW'.ljust(25) + '%f' % self.u_w) 195 | logger.log('CSigma'.ljust(25) + '%f' % self.c_sigma) 196 | logger.log('CSigmaFactor'.ljust(25) + '%f' % self.c_sigma_factor) 197 | logger.log('Const1'.ljust(25) + '%f' % self.const_1) 198 | 199 | def log(self, logger): 200 | logger.log('ParamNorm'.ljust(20) + '%f' % self.magnitude(self.parameters)) 201 | logger.log('StepNorm'.ljust(20) + '%f' % self.magnitude(self.step)) 202 | logger.log('Sigma'.ljust(20) + '%f' % self.sigma) 203 | logger.log('PSigmaNorm'.ljust(20) + '%f' % self.magnitude(self.p_sigma)) 204 | 205 | def log_path(self, game, network, run_name): 206 | return "logs_mpi/%s/Baseline/%s/%d/%d/%f/%f/%f/%s" % \ 207 | (game, network, self.lam, self.u, self.sigma, self.lr, self.c_sigma_factor, run_name) 208 | 209 | # We might want to log other stuff as well ??? 210 | def stat_string(self): 211 | str = '%g\n' % self.sigma 212 | return str 213 | 214 | 215 | # Optimizer that will try to attenuate the effect of evaluation noise. 216 | # No clear improvements noticed for some simple experiments we did. 217 | class CanonicalESMeanOptimizer(CanonicalESOptimizer): 218 | def __init__(self, parameters, lam, rank, settings): 219 | eval_num = settings['eval_num'] 220 | assert(eval_num >= 1) 221 | super().__init__(parameters, lam//eval_num, rank, settings) 222 | # Worker 0 has to be an evaluation worker 223 | if rank == 0: 224 | self.rank = 0 225 | else: 226 | self.rank = rank//eval_num + 1 227 | # We need the same random samples for a set of workers with the same rank 228 | self.random_state = np.random.RandomState(100 + self.rank) 229 | 230 | # We have to redefine this method 231 | # This will allow us to generate the same random numbers on different workers 232 | def r_noise_id(self): 233 | return self.random_state.random_integers(0, len(self.noise_table) - self.n) 234 | 235 | def update(self, ids, rewards): 236 | 237 | indices_mean = [] 238 | rewards_mean = [] 239 | for i, r in groupby(zip(ids, rewards), itemgetter(0)): 240 | rews = list(list(zip(*r))[1]) 241 | mean_rew = sum(rews)/len(rews) 242 | indices_mean.append(i) 243 | rewards_mean.append(mean_rew) 244 | 245 | super().update(indices_mean, rewards_mean) 246 | 247 | def log_path(self, game, network, run_name): 248 | return "logs_mpi/%s/BaselineMean/%s/%d/%d/%f/%f/%f/%s" % \ 249 | (game, network, self.lam, self.u, self.sigma, self.lr, self.c_sigma_factor, run_name) 250 | -------------------------------------------------------------------------------- /QbertBug_action_names.txt: -------------------------------------------------------------------------------- 1 | NOOP 2 | NOOP 3 | FIRE 4 | FIRE 5 | FIRE 6 | FIRE 7 | UP 8 | UP 9 | UP 10 | UP 11 | DOWN 12 | DOWN 13 | DOWN 14 | DOWN 15 | FIRE 16 | FIRE 17 | FIRE 18 | FIRE 19 | UP 20 | UP 21 | UP 22 | UP 23 | DOWN 24 | DOWN 25 | DOWN 26 | DOWN 27 | DOWN 28 | DOWN 29 | DOWN 30 | DOWN 31 | DOWN 32 | DOWN 33 | DOWN 34 | DOWN 35 | DOWN 36 | DOWN 37 | DOWN 38 | DOWN 39 | DOWN 40 | DOWN 41 | DOWN 42 | DOWN 43 | DOWN 44 | DOWN 45 | DOWN 46 | DOWN 47 | DOWN 48 | DOWN 49 | DOWN 50 | DOWN 51 | DOWN 52 | DOWN 53 | DOWN 54 | DOWN 55 | DOWN 56 | DOWN 57 | DOWN 58 | DOWN 59 | DOWN 60 | DOWN 61 | DOWN 62 | DOWN 63 | DOWN 64 | DOWN 65 | DOWN 66 | DOWN 67 | DOWN 68 | DOWN 69 | DOWN 70 | DOWN 71 | DOWN 72 | DOWN 73 | DOWN 74 | DOWN 75 | DOWN 76 | DOWN 77 | DOWN 78 | DOWN 79 | DOWN 80 | DOWN 81 | DOWN 82 | DOWN 83 | DOWN 84 | DOWN 85 | DOWN 86 | DOWN 87 | DOWN 88 | DOWN 89 | DOWN 90 | DOWN 91 | DOWN 92 | DOWN 93 | DOWN 94 | DOWN 95 | DOWN 96 | DOWN 97 | DOWN 98 | DOWN 99 | DOWN 100 | DOWN 101 | DOWN 102 | DOWN 103 | DOWN 104 | DOWN 105 | DOWN 106 | DOWN 107 | DOWN 108 | DOWN 109 | DOWN 110 | DOWN 111 | DOWN 112 | DOWN 113 | DOWN 114 | DOWN 115 | DOWN 116 | DOWN 117 | DOWN 118 | DOWN 119 | DOWN 120 | DOWN 121 | DOWN 122 | DOWN 123 | DOWN 124 | DOWN 125 | DOWN 126 | DOWN 127 | DOWN 128 | DOWN 129 | DOWN 130 | DOWN 131 | DOWN 132 | DOWN 133 | DOWN 134 | DOWN 135 | DOWN 136 | DOWN 137 | DOWN 138 | DOWN 139 | DOWN 140 | DOWN 141 | DOWN 142 | DOWN 143 | DOWN 144 | DOWN 145 | DOWN 146 | DOWN 147 | DOWN 148 | DOWN 149 | DOWN 150 | DOWN 151 | DOWN 152 | DOWN 153 | DOWN 154 | DOWN 155 | DOWN 156 | DOWN 157 | DOWN 158 | DOWN 159 | DOWN 160 | DOWN 161 | DOWN 162 | DOWN 163 | DOWN 164 | DOWN 165 | DOWN 166 | DOWN 167 | DOWN 168 | DOWN 169 | DOWN 170 | DOWN 171 | DOWN 172 | DOWN 173 | DOWN 174 | DOWN 175 | DOWN 176 | DOWN 177 | DOWN 178 | DOWN 179 | DOWN 180 | DOWN 181 | DOWN 182 | DOWN 183 | DOWN 184 | DOWN 185 | DOWN 186 | DOWN 187 | NOOP 188 | NOOP 189 | NOOP 190 | NOOP 191 | UP 192 | UP 193 | UP 194 | UP 195 | LEFT 196 | LEFT 197 | LEFT 198 | LEFT 199 | LEFT 200 | LEFT 201 | LEFT 202 | LEFT 203 | FIRE 204 | FIRE 205 | FIRE 206 | FIRE 207 | DOWN 208 | DOWN 209 | DOWN 210 | DOWN 211 | DOWN 212 | DOWN 213 | DOWN 214 | DOWN 215 | DOWN 216 | DOWN 217 | DOWN 218 | DOWN 219 | RIGHT 220 | RIGHT 221 | RIGHT 222 | RIGHT 223 | RIGHT 224 | RIGHT 225 | RIGHT 226 | RIGHT 227 | RIGHT 228 | RIGHT 229 | RIGHT 230 | RIGHT 231 | UP 232 | UP 233 | UP 234 | UP 235 | RIGHT 236 | RIGHT 237 | 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| DOWN 1924 | DOWN 1925 | DOWN 1926 | DOWN 1927 | DOWN 1928 | DOWN 1929 | DOWN 1930 | DOWN 1931 | DOWN 1932 | DOWN 1933 | DOWN 1934 | DOWN 1935 | UP 1936 | UP 1937 | UP 1938 | UP 1939 | RIGHT 1940 | RIGHT 1941 | RIGHT 1942 | RIGHT 1943 | DOWN 1944 | DOWN 1945 | DOWN 1946 | DOWN 1947 | DOWN 1948 | DOWN 1949 | DOWN 1950 | DOWN 1951 | DOWN 1952 | DOWN 1953 | DOWN 1954 | DOWN 1955 | UP 1956 | UP 1957 | UP 1958 | UP 1959 | UP 1960 | UP 1961 | UP 1962 | UP 1963 | DOWN 1964 | DOWN 1965 | DOWN 1966 | DOWN 1967 | UP 1968 | UP 1969 | UP 1970 | UP 1971 | UP 1972 | UP 1973 | UP 1974 | UP 1975 | UP 1976 | UP 1977 | UP 1978 | UP 1979 | UP 1980 | UP 1981 | UP 1982 | UP 1983 | UP 1984 | UP 1985 | UP 1986 | UP 1987 | UP 1988 | UP 1989 | UP 1990 | UP 1991 | DOWN 1992 | DOWN 1993 | DOWN 1994 | DOWN 1995 | RIGHT 1996 | RIGHT 1997 | RIGHT 1998 | RIGHT 1999 | DOWN 2000 | DOWN 2001 | DOWN 2002 | DOWN 2003 | DOWN 2004 | DOWN 2005 | DOWN 2006 | DOWN 2007 | DOWN 2008 | DOWN 2009 | DOWN 2010 | DOWN 2011 | DOWN 2012 | DOWN 2013 | DOWN 2014 | DOWN 2015 | UP 2016 | UP 2017 | UP 2018 | UP 2019 | DOWN 2020 | DOWN 2021 | DOWN 2022 | DOWN 2023 | DOWN 2024 | DOWN 2025 | DOWN 2026 | DOWN 2027 | UP 2028 | UP 2029 | UP 2030 | UP 2031 | UP 2032 | UP 2033 | UP 2034 | UP 2035 | UP 2036 | UP 2037 | UP 2038 | UP 2039 | UP 2040 | UP 2041 | UP 2042 | UP 2043 | UP 2044 | UP 2045 | UP 2046 | UP 2047 | UP 2048 | UP 2049 | UP 2050 | UP 2051 | DOWN 2052 | DOWN 2053 | DOWN 2054 | DOWN 2055 | UP 2056 | UP 2057 | UP 2058 | UP 2059 | RIGHT 2060 | RIGHT 2061 | RIGHT 2062 | RIGHT 2063 | DOWN 2064 | DOWN 2065 | DOWN 2066 | DOWN 2067 | DOWN 2068 | DOWN 2069 | DOWN 2070 | DOWN 2071 | DOWN 2072 | DOWN 2073 | DOWN 2074 | DOWN 2075 | UP 2076 | UP 2077 | UP 2078 | UP 2079 | DOWN 2080 | DOWN 2081 | DOWN 2082 | DOWN 2083 | DOWN 2084 | DOWN 2085 | DOWN 2086 | DOWN 2087 | RIGHT 2088 | RIGHT 2089 | RIGHT 2090 | RIGHT 2091 | RIGHT 2092 | RIGHT 2093 | RIGHT 2094 | RIGHT 2095 | RIGHT 2096 | RIGHT 2097 | RIGHT 2098 | RIGHT 2099 | RIGHT 2100 | RIGHT 2101 | RIGHT 2102 | RIGHT 2103 | RIGHT 2104 | RIGHT 2105 | RIGHT 2106 | RIGHT 2107 | RIGHT 2108 | RIGHT 2109 | RIGHT 2110 | RIGHT 2111 | RIGHT 2112 | RIGHT 2113 | RIGHT 2114 | RIGHT 2115 | RIGHT 2116 | RIGHT 2117 | RIGHT 2118 | RIGHT 2119 | RIGHT 2120 | RIGHT 2121 | RIGHT 2122 | RIGHT 2123 | UP 2124 | UP 2125 | UP 2126 | UP 2127 | UP 2128 | UP 2129 | UP 2130 | UP 2131 | UP 2132 | UP 2133 | UP 2134 | UP 2135 | NOOP 2136 | NOOP 2137 | NOOP 2138 | NOOP 2139 | RIGHT 2140 | RIGHT 2141 | RIGHT 2142 | RIGHT 2143 | RIGHT 2144 | RIGHT 2145 | RIGHT 2146 | RIGHT 2147 | RIGHT 2148 | RIGHT 2149 | RIGHT 2150 | RIGHT 2151 | RIGHT 2152 | RIGHT 2153 | RIGHT 2154 | RIGHT 2155 | RIGHT 2156 | RIGHT 2157 | RIGHT 2158 | RIGHT 2159 | RIGHT 2160 | RIGHT 2161 | RIGHT 2162 | RIGHT 2163 | RIGHT 2164 | RIGHT 2165 | RIGHT 2166 | RIGHT 2167 | NOOP 2168 | NOOP 2169 | NOOP 2170 | NOOP 2171 | RIGHT 2172 | RIGHT 2173 | RIGHT 2174 | RIGHT 2175 | RIGHT 2176 | RIGHT 2177 | RIGHT 2178 | RIGHT 2179 | RIGHT 2180 | RIGHT 2181 | RIGHT 2182 | RIGHT 2183 | UP 2184 | UP 2185 | UP 2186 | UP 2187 | UP 2188 | UP 2189 | UP 2190 | UP 2191 | LEFT 2192 | LEFT 2193 | LEFT 2194 | LEFT 2195 | LEFT 2196 | LEFT 2197 | LEFT 2198 | LEFT 2199 | LEFT 2200 | LEFT 2201 | LEFT 2202 | LEFT 2203 | LEFT 2204 | LEFT 2205 | LEFT 2206 | LEFT 2207 | UP 2208 | UP 2209 | UP 2210 | UP 2211 | UP 2212 | UP 2213 | UP 2214 | UP 2215 | NOOP 2216 | NOOP 2217 | NOOP 2218 | NOOP 2219 | LEFT 2220 | LEFT 2221 | LEFT 2222 | LEFT 2223 | LEFT 2224 | LEFT 2225 | LEFT 2226 | LEFT 2227 | FIRE 2228 | FIRE 2229 | FIRE 2230 | FIRE 2231 | LEFT 2232 | LEFT 2233 | LEFT 2234 | LEFT 2235 | UP 2236 | UP 2237 | UP 2238 | UP 2239 | UP 2240 | UP 2241 | UP 2242 | UP 2243 | NOOP 2244 | NOOP 2245 | NOOP 2246 | NOOP 2247 | LEFT 2248 | LEFT 2249 | LEFT 2250 | LEFT 2251 | LEFT 2252 | LEFT 2253 | LEFT 2254 | LEFT 2255 | LEFT 2256 | LEFT 2257 | LEFT 2258 | LEFT 2259 | FIRE 2260 | FIRE 2261 | FIRE 2262 | FIRE 2263 | UP 2264 | UP 2265 | UP 2266 | UP 2267 | NOOP 2268 | NOOP 2269 | NOOP 2270 | NOOP 2271 | NOOP 2272 | NOOP 2273 | NOOP 2274 | NOOP 2275 | LEFT 2276 | LEFT 2277 | LEFT 2278 | LEFT 2279 | LEFT 2280 | LEFT 2281 | LEFT 2282 | LEFT 2283 | FIRE 2284 | FIRE 2285 | FIRE 2286 | FIRE 2287 | UP 2288 | UP 2289 | UP 2290 | UP 2291 | NOOP 2292 | NOOP 2293 | NOOP 2294 | NOOP 2295 | NOOP 2296 | NOOP 2297 | NOOP 2298 | NOOP 2299 | LEFT 2300 | LEFT 2301 | LEFT 2302 | LEFT 2303 | LEFT 2304 | LEFT 2305 | LEFT 2306 | LEFT 2307 | FIRE 2308 | FIRE 2309 | FIRE 2310 | FIRE 2311 | LEFT 2312 | LEFT 2313 | LEFT 2314 | LEFT 2315 | UP 2316 | UP 2317 | UP 2318 | UP 2319 | NOOP 2320 | NOOP 2321 | NOOP 2322 | NOOP 2323 | NOOP 2324 | NOOP 2325 | NOOP 2326 | NOOP 2327 | UP 2328 | UP 2329 | UP 2330 | UP 2331 | LEFT 2332 | LEFT 2333 | LEFT 2334 | LEFT 2335 | FIRE 2336 | FIRE 2337 | FIRE 2338 | FIRE 2339 | LEFT 2340 | LEFT 2341 | LEFT 2342 | LEFT 2343 | UP 2344 | UP 2345 | UP 2346 | UP 2347 | NOOP 2348 | NOOP 2349 | NOOP 2350 | NOOP 2351 | NOOP 2352 | NOOP 2353 | NOOP 2354 | NOOP 2355 | UP 2356 | UP 2357 | UP 2358 | UP 2359 | LEFT 2360 | LEFT 2361 | LEFT 2362 | LEFT 2363 | FIRE 2364 | FIRE 2365 | FIRE 2366 | FIRE 2367 | UP 2368 | UP 2369 | UP 2370 | UP 2371 | LEFT 2372 | LEFT 2373 | LEFT 2374 | LEFT 2375 | FIRE 2376 | FIRE 2377 | FIRE 2378 | FIRE 2379 | FIRE 2380 | FIRE 2381 | FIRE 2382 | FIRE 2383 | FIRE 2384 | FIRE 2385 | FIRE 2386 | FIRE 2387 | UP 2388 | UP 2389 | UP 2390 | UP 2391 | DOWN 2392 | DOWN 2393 | DOWN 2394 | DOWN 2395 | NOOP 2396 | NOOP 2397 | NOOP 2398 | NOOP 2399 | RIGHT 2400 | RIGHT 2401 | RIGHT 2402 | RIGHT 2403 | RIGHT 2404 | RIGHT 2405 | RIGHT 2406 | RIGHT 2407 | RIGHT 2408 | RIGHT 2409 | RIGHT 2410 | RIGHT 2411 | LEFT 2412 | LEFT 2413 | LEFT 2414 | LEFT 2415 | FIRE 2416 | FIRE 2417 | FIRE 2418 | FIRE 2419 | UP 2420 | UP 2421 | UP 2422 | UP 2423 | LEFT 2424 | LEFT 2425 | LEFT 2426 | LEFT 2427 | UP 2428 | UP 2429 | UP 2430 | UP 2431 | UP 2432 | UP 2433 | UP 2434 | UP 2435 | UP 2436 | UP 2437 | UP 2438 | UP 2439 | DOWN 2440 | DOWN 2441 | DOWN 2442 | DOWN 2443 | NOOP 2444 | NOOP 2445 | NOOP 2446 | NOOP 2447 | RIGHT 2448 | RIGHT 2449 | RIGHT 2450 | RIGHT 2451 | RIGHT 2452 | RIGHT 2453 | RIGHT 2454 | RIGHT 2455 | DOWN 2456 | DOWN 2457 | DOWN 2458 | DOWN 2459 | RIGHT 2460 | RIGHT 2461 | RIGHT 2462 | RIGHT 2463 | RIGHT 2464 | RIGHT 2465 | RIGHT 2466 | RIGHT 2467 | FIRE 2468 | FIRE 2469 | FIRE 2470 | FIRE 2471 | DOWN 2472 | DOWN 2473 | DOWN 2474 | DOWN 2475 | FIRE 2476 | FIRE 2477 | FIRE 2478 | FIRE 2479 | FIRE 2480 | FIRE 2481 | FIRE 2482 | FIRE 2483 | FIRE 2484 | FIRE 2485 | FIRE 2486 | FIRE 2487 | UP 2488 | UP 2489 | UP 2490 | UP 2491 | NOOP 2492 | NOOP 2493 | NOOP 2494 | NOOP 2495 | NOOP 2496 | NOOP 2497 | NOOP 2498 | NOOP 2499 | UP 2500 | UP 2501 | UP 2502 | UP 2503 | UP 2504 | UP 2505 | UP 2506 | UP 2507 | UP 2508 | UP 2509 | UP 2510 | UP 2511 | RIGHT 2512 | RIGHT 2513 | RIGHT 2514 | RIGHT 2515 | FIRE 2516 | FIRE 2517 | FIRE 2518 | FIRE 2519 | DOWN 2520 | DOWN 2521 | DOWN 2522 | DOWN 2523 | DOWN 2524 | DOWN 2525 | DOWN 2526 | DOWN 2527 | FIRE 2528 | FIRE 2529 | FIRE 2530 | FIRE 2531 | FIRE 2532 | FIRE 2533 | FIRE 2534 | FIRE 2535 | FIRE 2536 | FIRE 2537 | FIRE 2538 | FIRE 2539 | UP 2540 | UP 2541 | UP 2542 | UP 2543 | DOWN 2544 | DOWN 2545 | DOWN 2546 | DOWN 2547 | NOOP 2548 | NOOP 2549 | NOOP 2550 | NOOP 2551 | RIGHT 2552 | RIGHT 2553 | RIGHT 2554 | RIGHT 2555 | RIGHT 2556 | RIGHT 2557 | RIGHT 2558 | RIGHT 2559 | RIGHT 2560 | RIGHT 2561 | RIGHT 2562 | RIGHT 2563 | FIRE 2564 | FIRE 2565 | FIRE 2566 | FIRE 2567 | DOWN 2568 | DOWN 2569 | DOWN 2570 | DOWN 2571 | DOWN 2572 | DOWN 2573 | DOWN 2574 | DOWN 2575 | DOWN 2576 | DOWN 2577 | DOWN 2578 | DOWN 2579 | DOWN 2580 | DOWN 2581 | DOWN 2582 | DOWN 2583 | UP 2584 | UP 2585 | UP 2586 | UP 2587 | DOWN 2588 | DOWN 2589 | DOWN 2590 | DOWN 2591 | NOOP 2592 | NOOP 2593 | NOOP 2594 | NOOP 2595 | LEFT 2596 | LEFT 2597 | LEFT 2598 | LEFT 2599 | UP 2600 | UP 2601 | UP 2602 | UP 2603 | RIGHT 2604 | RIGHT 2605 | RIGHT 2606 | RIGHT 2607 | UP 2608 | UP 2609 | UP 2610 | UP 2611 | DOWN 2612 | DOWN 2613 | DOWN 2614 | DOWN 2615 | DOWN 2616 | DOWN 2617 | DOWN 2618 | DOWN 2619 | FIRE 2620 | FIRE 2621 | FIRE 2622 | FIRE 2623 | FIRE 2624 | FIRE 2625 | FIRE 2626 | FIRE 2627 | FIRE 2628 | FIRE 2629 | FIRE 2630 | FIRE 2631 | LEFT 2632 | LEFT 2633 | LEFT 2634 | LEFT 2635 | LEFT 2636 | LEFT 2637 | LEFT 2638 | LEFT 2639 | DOWN 2640 | DOWN 2641 | DOWN 2642 | DOWN 2643 | DOWN 2644 | DOWN 2645 | DOWN 2646 | DOWN 2647 | NOOP 2648 | NOOP 2649 | NOOP 2650 | NOOP 2651 | RIGHT 2652 | RIGHT 2653 | RIGHT 2654 | RIGHT 2655 | RIGHT 2656 | RIGHT 2657 | RIGHT 2658 | RIGHT 2659 | RIGHT 2660 | RIGHT 2661 | RIGHT 2662 | RIGHT 2663 | DOWN 2664 | DOWN 2665 | DOWN 2666 | DOWN 2667 | FIRE 2668 | FIRE 2669 | FIRE 2670 | FIRE 2671 | FIRE 2672 | FIRE 2673 | FIRE 2674 | FIRE 2675 | FIRE 2676 | FIRE 2677 | FIRE 2678 | FIRE 2679 | FIRE 2680 | FIRE 2681 | FIRE 2682 | FIRE 2683 | DOWN 2684 | DOWN 2685 | DOWN 2686 | DOWN 2687 | DOWN 2688 | DOWN 2689 | DOWN 2690 | DOWN 2691 | NOOP 2692 | NOOP 2693 | NOOP 2694 | NOOP 2695 | UP 2696 | UP 2697 | UP 2698 | UP 2699 | UP 2700 | UP 2701 | UP 2702 | UP 2703 | UP 2704 | UP 2705 | UP 2706 | UP 2707 | RIGHT 2708 | RIGHT 2709 | RIGHT 2710 | RIGHT 2711 | UP 2712 | UP 2713 | UP 2714 | UP 2715 | UP 2716 | UP 2717 | UP 2718 | UP 2719 | FIRE 2720 | FIRE 2721 | FIRE 2722 | FIRE 2723 | FIRE 2724 | FIRE 2725 | FIRE 2726 | FIRE 2727 | FIRE 2728 | FIRE 2729 | FIRE 2730 | FIRE 2731 | DOWN 2732 | DOWN 2733 | DOWN 2734 | DOWN 2735 | NOOP 2736 | NOOP 2737 | NOOP 2738 | NOOP 2739 | NOOP 2740 | NOOP 2741 | NOOP 2742 | NOOP 2743 | NOOP 2744 | NOOP 2745 | NOOP 2746 | NOOP 2747 | NOOP 2748 | NOOP 2749 | NOOP 2750 | NOOP 2751 | RIGHT 2752 | RIGHT 2753 | RIGHT 2754 | RIGHT 2755 | RIGHT 2756 | RIGHT 2757 | RIGHT 2758 | RIGHT 2759 | UP 2760 | UP 2761 | UP 2762 | UP 2763 | UP 2764 | UP 2765 | UP 2766 | UP 2767 | UP 2768 | UP 2769 | UP 2770 | UP 2771 | DOWN 2772 | DOWN 2773 | DOWN 2774 | DOWN 2775 | DOWN 2776 | DOWN 2777 | DOWN 2778 | DOWN 2779 | LEFT 2780 | LEFT 2781 | LEFT 2782 | LEFT 2783 | LEFT 2784 | LEFT 2785 | LEFT 2786 | LEFT 2787 | DOWN 2788 | DOWN 2789 | DOWN 2790 | DOWN 2791 | DOWN 2792 | DOWN 2793 | DOWN 2794 | DOWN 2795 | NOOP 2796 | NOOP 2797 | NOOP 2798 | NOOP 2799 | RIGHT 2800 | RIGHT 2801 | RIGHT 2802 | RIGHT 2803 | UP 2804 | UP 2805 | UP 2806 | UP 2807 | RIGHT 2808 | RIGHT 2809 | RIGHT 2810 | RIGHT 2811 | RIGHT 2812 | RIGHT 2813 | RIGHT 2814 | RIGHT 2815 | FIRE 2816 | FIRE 2817 | FIRE 2818 | FIRE 2819 | FIRE 2820 | FIRE 2821 | FIRE 2822 | FIRE 2823 | FIRE 2824 | FIRE 2825 | FIRE 2826 | FIRE 2827 | LEFT 2828 | LEFT 2829 | LEFT 2830 | LEFT 2831 | LEFT 2832 | LEFT 2833 | LEFT 2834 | LEFT 2835 | LEFT 2836 | LEFT 2837 | LEFT 2838 | LEFT 2839 | RIGHT 2840 | RIGHT 2841 | RIGHT 2842 | RIGHT 2843 | NOOP 2844 | NOOP 2845 | NOOP 2846 | NOOP 2847 | UP 2848 | UP 2849 | UP 2850 | UP 2851 | RIGHT 2852 | RIGHT 2853 | RIGHT 2854 | RIGHT 2855 | RIGHT 2856 | RIGHT 2857 | RIGHT 2858 | RIGHT 2859 | RIGHT 2860 | RIGHT 2861 | RIGHT 2862 | RIGHT 2863 | RIGHT 2864 | RIGHT 2865 | RIGHT 2866 | RIGHT 2867 | FIRE 2868 | FIRE 2869 | FIRE 2870 | FIRE 2871 | LEFT 2872 | LEFT 2873 | LEFT 2874 | LEFT 2875 | DOWN 2876 | DOWN 2877 | DOWN 2878 | DOWN 2879 | DOWN 2880 | DOWN 2881 | DOWN 2882 | DOWN 2883 | RIGHT 2884 | RIGHT 2885 | RIGHT 2886 | RIGHT 2887 | NOOP 2888 | NOOP 2889 | NOOP 2890 | NOOP 2891 | LEFT 2892 | LEFT 2893 | LEFT 2894 | LEFT 2895 | RIGHT 2896 | RIGHT 2897 | RIGHT 2898 | RIGHT 2899 | RIGHT 2900 | RIGHT 2901 | RIGHT 2902 | RIGHT 2903 | RIGHT 2904 | RIGHT 2905 | RIGHT 2906 | RIGHT 2907 | RIGHT 2908 | RIGHT 2909 | RIGHT 2910 | RIGHT 2911 | DOWN 2912 | DOWN 2913 | DOWN 2914 | DOWN 2915 | UP 2916 | UP 2917 | UP 2918 | UP 2919 | LEFT 2920 | LEFT 2921 | LEFT 2922 | LEFT 2923 | LEFT 2924 | LEFT 2925 | LEFT 2926 | LEFT 2927 | DOWN 2928 | DOWN 2929 | DOWN 2930 | DOWN 2931 | DOWN 2932 | DOWN 2933 | DOWN 2934 | DOWN 2935 | DOWN 2936 | DOWN 2937 | DOWN 2938 | DOWN 2939 | DOWN 2940 | DOWN 2941 | DOWN 2942 | DOWN 2943 | DOWN 2944 | DOWN 2945 | DOWN 2946 | DOWN 2947 | RIGHT 2948 | RIGHT 2949 | RIGHT 2950 | RIGHT 2951 | RIGHT 2952 | RIGHT 2953 | RIGHT 2954 | RIGHT 2955 | RIGHT 2956 | RIGHT 2957 | RIGHT 2958 | RIGHT 2959 | RIGHT 2960 | RIGHT 2961 | RIGHT 2962 | RIGHT 2963 | RIGHT 2964 | RIGHT 2965 | RIGHT 2966 | RIGHT 2967 | DOWN 2968 | DOWN 2969 | DOWN 2970 | DOWN 2971 | DOWN 2972 | DOWN 2973 | DOWN 2974 | DOWN 2975 | DOWN 2976 | DOWN 2977 | DOWN 2978 | DOWN 2979 | FIRE 2980 | FIRE 2981 | FIRE 2982 | FIRE 2983 | DOWN 2984 | DOWN 2985 | DOWN 2986 | DOWN 2987 | DOWN 2988 | DOWN 2989 | DOWN 2990 | DOWN 2991 | NOOP 2992 | NOOP 2993 | NOOP 2994 | NOOP 2995 | RIGHT 2996 | RIGHT 2997 | RIGHT 2998 | RIGHT 2999 | RIGHT 3000 | RIGHT 3001 | RIGHT 3002 | RIGHT 3003 | UP 3004 | UP 3005 | UP 3006 | UP 3007 | UP 3008 | UP 3009 | UP 3010 | UP 3011 | LEFT 3012 | LEFT 3013 | LEFT 3014 | LEFT 3015 | RIGHT 3016 | RIGHT 3017 | RIGHT 3018 | RIGHT 3019 | LEFT 3020 | LEFT 3021 | LEFT 3022 | LEFT 3023 | LEFT 3024 | LEFT 3025 | LEFT 3026 | LEFT 3027 | DOWN 3028 | DOWN 3029 | DOWN 3030 | DOWN 3031 | DOWN 3032 | DOWN 3033 | DOWN 3034 | DOWN 3035 | DOWN 3036 | DOWN 3037 | DOWN 3038 | DOWN 3039 | RIGHT 3040 | RIGHT 3041 | RIGHT 3042 | RIGHT 3043 | RIGHT 3044 | RIGHT 3045 | RIGHT 3046 | RIGHT 3047 | UP 3048 | UP 3049 | UP 3050 | UP 3051 | NOOP 3052 | NOOP 3053 | NOOP 3054 | NOOP 3055 | UP 3056 | UP 3057 | UP 3058 | UP 3059 | UP 3060 | UP 3061 | UP 3062 | UP 3063 | FIRE 3064 | FIRE 3065 | FIRE 3066 | FIRE 3067 | FIRE 3068 | FIRE 3069 | FIRE 3070 | FIRE 3071 | DOWN 3072 | DOWN 3073 | DOWN 3074 | DOWN 3075 | DOWN 3076 | DOWN 3077 | DOWN 3078 | DOWN 3079 | DOWN 3080 | DOWN 3081 | DOWN 3082 | DOWN 3083 | DOWN 3084 | DOWN 3085 | DOWN 3086 | DOWN 3087 | DOWN 3088 | DOWN 3089 | DOWN 3090 | DOWN 3091 | DOWN 3092 | DOWN 3093 | DOWN 3094 | DOWN 3095 | RIGHT 3096 | RIGHT 3097 | RIGHT 3098 | RIGHT 3099 | RIGHT 3100 | RIGHT 3101 | RIGHT 3102 | RIGHT 3103 | UP 3104 | UP 3105 | UP 3106 | UP 3107 | UP 3108 | UP 3109 | UP 3110 | UP 3111 | UP 3112 | UP 3113 | UP 3114 | UP 3115 | UP 3116 | UP 3117 | UP 3118 | UP 3119 | UP 3120 | UP 3121 | UP 3122 | UP 3123 | LEFT 3124 | LEFT 3125 | LEFT 3126 | LEFT 3127 | DOWN 3128 | DOWN 3129 | DOWN 3130 | DOWN 3131 | DOWN 3132 | DOWN 3133 | DOWN 3134 | DOWN 3135 | DOWN 3136 | DOWN 3137 | DOWN 3138 | DOWN 3139 | UP 3140 | UP 3141 | UP 3142 | UP 3143 | UP 3144 | UP 3145 | UP 3146 | UP 3147 | UP 3148 | UP 3149 | UP 3150 | UP 3151 | RIGHT 3152 | RIGHT 3153 | RIGHT 3154 | RIGHT 3155 | RIGHT 3156 | RIGHT 3157 | RIGHT 3158 | RIGHT 3159 | RIGHT 3160 | RIGHT 3161 | RIGHT 3162 | RIGHT 3163 | UP 3164 | UP 3165 | UP 3166 | UP 3167 | UP 3168 | UP 3169 | UP 3170 | UP 3171 | DOWN 3172 | DOWN 3173 | DOWN 3174 | DOWN 3175 | DOWN 3176 | DOWN 3177 | DOWN 3178 | DOWN 3179 | DOWN 3180 | DOWN 3181 | DOWN 3182 | DOWN 3183 | DOWN 3184 | DOWN 3185 | DOWN 3186 | DOWN 3187 | DOWN 3188 | DOWN 3189 | DOWN 3190 | DOWN 3191 | RIGHT 3192 | RIGHT 3193 | RIGHT 3194 | RIGHT 3195 | RIGHT 3196 | RIGHT 3197 | RIGHT 3198 | RIGHT 3199 | RIGHT 3200 | RIGHT 3201 | RIGHT 3202 | RIGHT 3203 | UP 3204 | UP 3205 | UP 3206 | UP 3207 | UP 3208 | UP 3209 | UP 3210 | UP 3211 | NOOP 3212 | NOOP 3213 | NOOP 3214 | NOOP 3215 | RIGHT 3216 | RIGHT 3217 | RIGHT 3218 | RIGHT 3219 | -------------------------------------------------------------------------------- /networks/stat.txt: -------------------------------------------------------------------------------- 1 | 273021, 72.01178622245789, 50.0, 50.0, 78.32080200501254, 650 2 | 549724, 79.15930819511414, 25.0, 25.0, 93.89097744360902, 1000 3 | 844460, 86.67822885513306, 325.0, 600.0, 137.437343358396, 775 4 | 1132793, 95.43163919448853, 300.0, 550.0, 155.41979949874687, 825 5 | 1427132, 103.38027358055115, 200.0, 350.0, 164.88095238095238, 875 6 | 1727206, 110.75461840629578, 75.0, 75.0, 194.07894736842104, 775 7 | 2027723, 117.89354658126831, 650.0, 650.0, 249.71804511278197, 1175 8 | 2329671, 125.88251805305481, 650.0, 650.0, 263.03258145363407, 875 9 | 2636132, 133.4022421836853, 350.0, 650.0, 292.07393483709274, 1150 10 | 2948989, 140.95430493354797, 350.0, 650.0, 308.3646616541353, 1175 11 | 3269762, 148.4866042137146, 350.0, 650.0, 322.24310776942355, 1175 12 | 3579054, 156.35167527198792, 350.0, 650.0, 337.374686716792, 1175 13 | 3890588, 163.89898467063904, 350.0, 650.0, 360.18170426065166, 1225 14 | 4204622, 170.69809317588806, 650.0, 650.0, 366.8859649122807, 1175 15 | 4525886, 178.92521834373474, 650.0, 650.0, 394.9874686716792, 1175 16 | 4835992, 186.12477731704712, 650.0, 650.0, 388.2205513784461, 1325 17 | 5156212, 193.2429633140564, 650.0, 650.0, 419.01629072681703, 1200 18 | 5471423, 200.56049823760986, 912.5, 1175.0, 421.61654135338347, 1250 19 | 5789220, 207.54106664657593, 650.0, 650.0, 443.828320802005, 1175 20 | 6108425, 214.49508786201477, 662.5, 675.0, 452.9761904761905, 1175 21 | 6422320, 221.68545579910278, 675.0, 675.0, 488.5025062656642, 1175 22 | 6738773, 228.20181822776794, 662.5, 675.0, 514.5363408521304, 1175 23 | 7052540, 234.72363090515137, 675.0, 675.0, 519.4862155388471, 1175 24 | 7372023, 241.53081154823303, 925.0, 1175.0, 545.3634085213033, 1175 25 | 7688846, 248.08277034759521, 912.5, 1175.0, 551.3471177944862, 1175 26 | 8005465, 254.99303793907166, 925.0, 1175.0, 560.9649122807018, 1175 27 | 8319935, 261.1692748069763, 925.0, 1175.0, 554.6365914786967, 1175 28 | 8642231, 268.20782113075256, 925.0, 1175.0, 597.2117794486215, 1175 29 | 8964768, 275.0923218727112, 675.0, 675.0, 592.4498746867168, 1250 30 | 9283663, 281.6256604194641, 1175.0, 1175.0, 570.6140350877193, 1175 31 | 9604479, 289.043657541275, 1175.0, 1175.0, 592.7005012531329, 1175 32 | 9925225, 296.4799575805664, 925.0, 1175.0, 597.3370927318296, 1175 33 | 10245894, 302.6602256298065, 1175.0, 1175.0, 616.0087719298245, 1175 34 | 10564348, 309.3152406215668, 1175.0, 1175.0, 577.5375939849624, 1175 35 | 10884680, 315.95501732826233, 1175.0, 1175.0, 606.9235588972431, 1175 36 | 11207699, 322.638943195343, 150.0, 150.0, 646.3972431077694, 1175 37 | 11530376, 329.64650082588196, 1175.0, 1175.0, 640.0375939849624, 1175 38 | 11851544, 336.3617880344391, 1175.0, 1175.0, 625.6265664160401, 1175 39 | 12180142, 342.9878890514374, 50.0, 50.0, 659.4611528822055, 1175 40 | 12501507, 349.6626696586609, 1175.0, 1175.0, 627.1303258145364, 1175 41 | 12821157, 356.2735285758972, 612.5, 1175.0, 617.7005012531329, 1175 42 | 13143579, 363.4116280078888, 612.5, 1175.0, 660.3070175438596, 1175 43 | 13471140, 370.7743909358978, 612.5, 1175.0, 683.7406015037594, 1175 44 | 13796313, 377.68622493743896, 1175.0, 1175.0, 666.1654135338346, 1175 45 | 14121181, 383.83963775634766, 1175.0, 1175.0, 719.4862155388471, 1175 46 | 14450060, 390.90689730644226, 625.0, 1175.0, 743.2644110275689, 1175 47 | 14779027, 397.702139377594, 1175.0, 1175.0, 755.0751879699249, 1175 48 | 15104008, 404.31602454185486, 1175.0, 1175.0, 740.2882205513785, 1175 49 | 15434920, 411.1224682331085, 1175.0, 1175.0, 758.1453634085213, 1175 50 | 15761616, 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33181.869064092636, 5637.5, 5675.0, 93210.43233082707, 981575 1709 | 890036190, 33392.33010959625, 5675.0, 5675.0, 117333.39598997493, 981575 1710 | 892260480, 33593.57065939903, 2875.0, 5675.0, 95604.8558897243, 981575 1711 | 894742257, 33811.464529037476, 75.0, 75.0, 108521.77318295739, 981575 1712 | 896967086, 34011.00328993797, 490825.0, 981475.0, 95744.95614035087, 981575 1713 | 899096428, 34214.22717523575, 2912.5, 5675.0, 90694.58020050125, 981575 1714 | 901490584, 34419.46862912178, 2875.0, 5675.0, 103431.67293233082, 981575 1715 | 903908923, 34641.815819740295, 2825.0, 5575.0, 104726.84837092731, 981575 1716 | 906267921, 34842.4366748333, 493575.0, 981575.0, 102163.22055137844, 981575 1717 | 908928914, 35058.799065351486, 125.0, 175.0, 117167.57518796992, 981575 1718 | 911061371, 35259.32277011871, 981312.5, 981375.0, 91120.23809523809, 981575 1719 | 913428036, 35478.80982923508, 490825.0, 981475.0, 102899.15413533835, 981575 1720 | 915747435, 35689.40465760231, 490825.0, 981475.0, 100355.92105263157, 981575 1721 | 917909764, 35897.05678796768, 981575.0, 981575.0, 92495.52005012531, 981575 1722 | --------------------------------------------------------------------------------