├── Flow_Test └── T_01.py ├── GRLNet ├── Pytorch_GRL.py └── Pytorch_GRL_Dueling.py ├── GRL_Simulation ├── Experiment │ ├── DQN_experiments.py │ ├── DoubleDQN_experiments.py │ ├── DuelingDQN_experiments.py │ ├── DuelingDoubleDQN_experiments.py │ ├── Rule_experiments.py │ └── registry_custom.py ├── GRL_Trained_Models │ ├── DD_DQN │ │ ├── Average_Q.npy │ │ ├── Episode_Steps.npy │ │ ├── Loss.npy │ │ ├── Rewards.npy │ │ ├── model.pt │ │ ├── optimizer.pt │ │ └── target_model.pt │ ├── DQN │ │ ├── Average_Q.npy │ │ ├── Episode_Steps.npy │ │ ├── Loss.npy │ │ ├── Rewards.npy │ │ ├── model.pt │ │ ├── optimizer.pt │ │ └── target_model.pt │ ├── DoubleDQN │ │ ├── Average_Q.npy │ │ ├── Episode_Steps.npy │ │ ├── Loss.npy │ │ ├── Rewards.npy │ │ ├── model.pt │ │ ├── optimizer.pt │ │ └── target_model.pt │ ├── DuelingDQN │ │ ├── Average_Q.npy │ │ ├── Episode_Steps.npy │ │ ├── Loss.npy │ │ ├── Rewards.npy │ │ ├── model.pt │ │ ├── optimizer.pt │ │ └── target_model.pt │ └── Rule_Based │ │ ├── Average_Q.npy │ │ ├── Episode_Steps.npy │ │ ├── Loss.npy │ │ ├── Rewards.npy │ │ ├── model.pt │ │ ├── optimizer.pt │ │ └── target_model.pt ├── Test_Models │ ├── DD_DQN │ │ ├── DD_DQN_1 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── Test_Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ │ ├── DD_DQN_2 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── Test_Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ │ └── DD_DQN_3 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── Test_Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ ├── DQN │ │ ├── DQN_1 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── Test_Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ │ ├── DQN_2 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── Test_Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ │ └── DQN_3 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── Test_Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ ├── DoubleDQN │ │ ├── DoubleDQN_1 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── Test_Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ │ ├── DoubleDQN_2 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── Test_Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ │ └── DoubleDQN_3 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── Test_Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ └── DuelingDQN │ │ ├── DuelingDQN_1 │ │ ├── Average_Q.npy │ │ ├── Episode_Steps.npy │ │ ├── Loss.npy │ │ ├── Rewards.npy │ │ ├── Test_Rewards.npy │ │ ├── model.pt │ │ ├── optimizer.pt │ │ └── target_model.pt │ │ ├── DuelingDQN_2 │ │ ├── Average_Q.npy │ │ ├── Episode_Steps.npy │ │ ├── Loss.npy │ │ ├── Rewards.npy │ │ ├── Test_Rewards.npy │ │ ├── model.pt │ │ ├── optimizer.pt │ │ └── target_model.pt │ │ └── DuelingDQN_3 │ │ ├── Average_Q.npy │ │ ├── Episode_Steps.npy │ │ ├── Loss.npy │ │ ├── Rewards.npy │ │ ├── Test_Rewards.npy │ │ ├── model.pt │ │ ├── optimizer.pt │ │ └── target_model.pt ├── controller.py ├── environment.py ├── main.py ├── network.py ├── registry_custom.py └── specific_environment.py ├── GRL_utils ├── Data_Plot_Train.py ├── Data_Process_Test.py ├── Fig │ └── Fig_Training │ │ ├── Average_Q.jpg │ │ ├── Loss.jpg │ │ └── Reward.jpg ├── Logging_Testing │ ├── DD_DQN │ │ ├── DD_DQN_1 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── Test_Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ │ ├── DD_DQN_2 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── Test_Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ │ └── DD_DQN_3 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── Test_Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ ├── DQN │ │ ├── DQN_1 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── Test_Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ │ ├── DQN_2 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── Test_Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ │ └── DQN_3 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── Test_Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ ├── DoubleDQN │ │ ├── DoubleDQN_1 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── Test_Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ │ ├── DoubleDQN_2 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── Test_Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ │ └── DoubleDQN_3 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── Test_Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ └── DuelingDQN │ │ ├── DuelingDQN_1 │ │ ├── Average_Q.npy │ │ ├── Episode_Steps.npy │ │ ├── Loss.npy │ │ ├── Rewards.npy │ │ ├── Test_Rewards.npy │ │ ├── model.pt │ │ ├── optimizer.pt │ │ └── target_model.pt │ │ ├── DuelingDQN_2 │ │ ├── Average_Q.npy │ │ ├── Episode_Steps.npy │ │ ├── Loss.npy │ │ ├── Rewards.npy │ │ ├── Test_Rewards.npy │ │ ├── model.pt │ │ ├── optimizer.pt │ │ └── target_model.pt │ │ └── DuelingDQN_3 │ │ ├── Average_Q.npy │ │ ├── Episode_Steps.npy │ │ ├── Loss.npy │ │ ├── Rewards.npy │ │ ├── Test_Rewards.npy │ │ ├── model.pt │ │ ├── optimizer.pt │ │ └── target_model.pt ├── Logging_Training │ ├── DD_DQN │ │ ├── DD_DQN_1 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ │ ├── DD_DQN_2 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ │ └── DD_DQN_3 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ ├── DQN │ │ ├── DQN_1 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ │ ├── DQN_2 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ │ └── DQN_3 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ ├── DoubleDQN │ │ ├── DoubleDQN_1 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ │ ├── DoubleDQN_2 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ │ └── DoubleDQN_3 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ ├── DuelingDQN │ │ ├── DuelingDQN_1 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ │ ├── DuelingDQN_2 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ │ └── DuelingDQN_3 │ │ │ ├── Average_Q.npy │ │ │ ├── Episode_Steps.npy │ │ │ ├── Loss.npy │ │ │ ├── Rewards.npy │ │ │ ├── model.pt │ │ │ ├── optimizer.pt │ │ │ └── target_model.pt │ └── Rule_Based │ │ ├── Rule_Based1 │ │ ├── Average_Q.npy │ │ ├── Episode_Steps.npy │ │ ├── Loss.npy │ │ ├── Rewards.npy │ │ ├── model.pt │ │ ├── optimizer.pt │ │ └── target_model.pt │ │ ├── Rule_Based2 │ │ ├── Average_Q.npy │ │ ├── Episode_Steps.npy │ │ ├── Loss.npy │ │ ├── Rewards.npy │ │ ├── model.pt │ │ ├── optimizer.pt │ │ └── target_model.pt │ │ └── Rule_Based3 │ │ ├── Average_Q.npy │ │ ├── Episode_Steps.npy │ │ ├── Loss.npy │ │ ├── Rewards.npy │ │ ├── model.pt │ │ ├── optimizer.pt │ │ └── target_model.pt └── Train_and_Test.py ├── README.md ├── flow ├── .coveragerc ├── .github │ ├── ISSUE_TEMPLATE │ │ ├── bug.md │ │ ├── feature.md │ │ └── question.md │ └── PULL_REQUEST_TEMPLATE.md ├── .gitignore ├── .readthedocs.yml ├── .travis.yml ├── CODEOWNERS ├── CODE_OF_CONDUCT.md ├── Dockerfile ├── LICENSE.md ├── README.md ├── docs │ ├── Docker_Tutorial.md │ ├── Fail-safes.md │ ├── README.md │ ├── cluster_setup.md │ ├── img │ │ ├── bay_bridge.gif │ │ ├── bottlenecks.gif │ │ ├── figure_eight.gif │ │ ├── flow-logo.jpg │ │ ├── grid.gif │ │ ├── highway.gif │ │ ├── merge.gif │ │ ├── minicity.gif │ │ ├── sugiyama.gif │ │ └── two_rings_one_merge.gif │ ├── libsumo_mac.md │ ├── setup.py.sumotools │ ├── source │ │ ├── conf.py │ │ ├── examples.rst │ │ ├── flow.benchmarks.rst │ │ ├── flow.controllers.rst │ │ ├── flow.core.kernel.rst │ │ ├── flow.core.rst │ │ ├── flow.envs.bay_bridge.rst │ │ ├── flow.envs.rst │ │ ├── flow.renderer.rst │ │ ├── flow.rst │ │ ├── flow.scenarios.rst │ │ ├── flow.utils.aimsun.rst │ │ ├── flow.utils.rst │ │ ├── flow.visualize.rst │ │ ├── flow_setup.rst │ │ ├── index.rst │ │ ├── intro.rst │ │ ├── modules.rst │ │ ├── multiagent.rst │ │ ├── regression.rst │ │ ├── rendering.rst │ │ ├── tutorials.rst │ │ └── visualizing.rst │ ├── sumo-depart-time-issue.md │ └── sumo_wheels.md ├── environment.yml ├── examples │ ├── README.md │ ├── __init__.py │ ├── exp_configs │ │ ├── non_rl │ │ │ ├── aimsun_template.py │ │ │ ├── bay_bridge.py │ │ │ ├── bay_bridge_toll.py │ │ │ ├── bottleneck.py │ │ │ ├── figure_eight.py │ │ │ ├── highway.py │ │ │ ├── highway_ramps.py │ │ │ ├── highway_single.py │ │ │ ├── i210_subnetwork.py │ │ │ ├── merge.py │ │ │ ├── minicity.py │ │ │ ├── ring.py │ │ │ └── traffic_light_grid.py │ │ └── rl │ │ │ ├── multiagent │ │ │ ├── adversarial_figure_eight.py │ │ │ ├── lord_of_the_rings.py │ │ │ ├── multiagent_figure_eight.py │ │ │ ├── multiagent_highway.py │ │ │ ├── multiagent_i210.py │ │ │ ├── multiagent_merge.py │ │ │ ├── multiagent_ring.py │ │ │ └── multiagent_traffic_light_grid.py │ │ │ └── singleagent │ │ │ ├── singleagent_bottleneck.py │ │ │ ├── singleagent_figure_eight.py │ │ │ ├── singleagent_merge.py │ │ │ ├── singleagent_ring.py │ │ │ └── singleagent_traffic_light_grid.py │ ├── exp_scripts │ │ ├── bottleneck_density_sweep_capacity_diagram.py │ │ └── compute_210_calibration.py │ ├── simulate.py │ └── train.py ├── flow │ ├── __init__.py │ ├── benchmarks │ │ ├── README.md │ │ ├── __init__.py │ │ ├── baselines │ │ │ ├── bottleneck0.py │ │ │ ├── bottleneck1.py │ │ │ ├── bottleneck2.py │ │ │ ├── figureeight012.py │ │ │ ├── grid0.py │ │ │ ├── grid1.py │ │ │ └── merge012.py │ │ ├── bottleneck0.py │ │ ├── bottleneck1.py │ │ ├── bottleneck2.py │ │ ├── create_movies.sh │ │ ├── descriptions │ │ │ ├── bottleneck0.yml │ │ │ ├── bottleneck1.yml │ │ │ ├── bottleneck2.yml │ │ │ ├── figureeight0.yml │ │ │ ├── figureeight1.yml │ │ │ ├── figureeight2.yml │ │ │ ├── grid0.yml │ │ │ ├── grid1.yml │ │ │ ├── merge0.yml │ │ │ ├── merge1.yml │ │ │ └── merge2.yml │ │ ├── figureeight0.py │ │ ├── figureeight1.py │ │ ├── figureeight2.py │ │ ├── grid0.py │ │ ├── grid1.py │ │ ├── merge0.py │ │ ├── merge1.py │ │ ├── merge2.py │ │ ├── rllib │ │ │ ├── ars_runner.py │ │ │ ├── es_runner.py │ │ │ └── ppo_runner.py │ │ ├── run_all_benchmarks.sh │ │ └── stable_baselines │ │ │ └── trpo_runner.py │ ├── config.py │ ├── controllers │ │ ├── __init__.py │ │ ├── base_controller.py │ │ ├── base_lane_changing_controller.py │ │ ├── base_routing_controller.py │ │ ├── car_following_models.py │ │ ├── lane_change_controllers.py │ │ ├── rlcontroller.py │ │ ├── routing_controllers.py │ │ └── velocity_controllers.py │ ├── core │ │ ├── __init__.py │ │ ├── experiment.py │ │ ├── kernel │ │ │ ├── __init__.py │ │ │ ├── kernel.py │ │ │ ├── network │ │ │ │ ├── __init__.py │ │ │ │ ├── aimsun.py │ │ │ │ ├── base.py │ │ │ │ ├── scenario_data_check │ │ │ │ └── traci.py │ │ │ ├── scenario │ │ │ │ └── __init__.py │ │ │ ├── simulation │ │ │ │ ├── __init__.py │ │ │ │ ├── aimsun.py │ │ │ │ ├── base.py │ │ │ │ └── traci.py │ │ │ ├── traffic_light │ │ │ │ ├── __init__.py │ │ │ │ ├── aimsun.py │ │ │ │ ├── base.py │ │ │ │ └── traci.py │ │ │ └── vehicle │ │ │ │ ├── __init__.py │ │ │ │ ├── aimsun.py │ │ │ │ ├── base.py │ │ │ │ └── traci.py │ │ ├── params.py │ │ ├── rewards.py │ │ └── util.py │ ├── envs │ │ ├── __init__.py │ │ ├── base.py │ │ ├── base_env.py │ │ ├── bay_bridge.py │ │ ├── bottleneck.py │ │ ├── bottleneck_env.py │ │ ├── green_wave_env.py │ │ ├── loop │ │ │ ├── lane_changing.py │ │ │ ├── loop_accel.py │ │ │ └── wave_attenuation.py │ │ ├── merge.py │ │ ├── multiagent │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ ├── highway.py │ │ │ ├── i210.py │ │ │ ├── merge.py │ │ │ ├── ring │ │ │ │ ├── __init__.py │ │ │ │ ├── accel.py │ │ │ │ └── wave_attenuation.py │ │ │ └── traffic_light_grid.py │ │ ├── ring │ │ │ ├── __init__.py │ │ │ ├── accel.py │ │ │ ├── lane_change_accel.py │ │ │ └── wave_attenuation.py │ │ ├── test.py │ │ └── traffic_light_grid.py │ ├── multiagent_envs │ │ ├── __init__.py │ │ ├── highway.py │ │ ├── loop │ │ │ ├── loop_accel.py │ │ │ └── wave_attenuation.py │ │ ├── multiagent_env.py │ │ └── traffic_light_grid.py │ ├── networks │ │ ├── __init__.py │ │ ├── base.py │ │ ├── bay_bridge.py │ │ ├── bay_bridge_toll.py │ │ ├── bottleneck.py │ │ ├── figure_eight.py │ │ ├── highway.py │ │ ├── highway_ramps.py │ │ ├── i210_subnetwork.py │ │ ├── merge.py │ │ ├── minicity.py │ │ ├── multi_ring.py │ │ ├── ring.py │ │ └── traffic_light_grid.py │ ├── renderer │ │ ├── __init__.py │ │ └── pyglet_renderer.py │ ├── scenarios │ │ ├── __init__.py │ │ ├── base.py │ │ ├── base_scenario.py │ │ ├── bay_bridge.py │ │ ├── bay_bridge_toll.py │ │ ├── bottleneck.py │ │ ├── figure_eight.py │ │ ├── grid.py │ │ ├── highway.py │ │ ├── highway_ramps.py │ │ ├── loop.py │ │ ├── merge.py │ │ ├── minicity.py │ │ ├── multi_loop.py │ │ ├── multi_ring.py │ │ ├── ring.py │ │ └── traffic_light_grid.py │ ├── utils │ │ ├── __init__.py │ │ ├── aimsun │ │ │ ├── Aimsun_Flow.ang │ │ │ ├── __init__.py │ │ │ ├── api.py │ │ │ ├── constants.py │ │ │ ├── generate.py │ │ │ ├── load.py │ │ │ ├── run.py │ │ │ ├── scripting_api.py │ │ │ ├── small_template.ang │ │ │ └── struct.py │ │ ├── exceptions.py │ │ ├── flow_warnings.py │ │ ├── leaderboard │ │ │ ├── Dockerfile │ │ │ ├── evaluate.py │ │ │ ├── run.py │ │ │ └── solution.py.template │ │ ├── registry.py │ │ ├── rllib.py │ │ └── shflags │ ├── version.py │ └── visualize │ │ ├── __init__.py │ │ ├── capacity_diagram_generator.py │ │ ├── plot_ray_results.py │ │ ├── time_space_diagram.py │ │ └── visualizer_rllib.py ├── requirements.txt ├── scripts │ ├── benchmark_autoscale.yaml │ ├── departure_time_issue.patch │ ├── ray_autoscale.yaml │ ├── setup_aimsun.sh │ ├── setup_sumo_osx.sh │ ├── setup_sumo_ubuntu1404.sh │ ├── setup_sumo_ubuntu1604.sh │ ├── setup_sumo_ubuntu1804.sh │ ├── sumo_patch.txt │ └── sync_s3.py ├── setup.cfg ├── setup.py ├── tests │ ├── __init__.py │ ├── dummy_server.py │ ├── fast_tests │ │ ├── __init__.py │ │ ├── test_aimsun_api.py │ │ ├── test_aimsun_scripting_api.py │ │ ├── test_collisions.py │ │ ├── test_controllers.py │ │ ├── test_environment_base_class.py │ │ ├── test_environments.py │ │ ├── test_examples.py │ │ ├── test_experiment_base_class.py │ │ ├── test_files │ │ │ ├── fig8.json │ │ │ ├── merge.json │ │ │ ├── params-collide.pkl │ │ │ └── ring_230.json │ │ ├── test_params.py │ │ ├── test_pyglet_renderer.py │ │ ├── test_rewards.py │ │ ├── test_scenario_base_class.py │ │ ├── test_scenarios.py │ │ ├── test_traffic_light_grid.py │ │ ├── test_traffic_lights.py │ │ ├── test_util.py │ │ ├── test_vehicles.py │ │ └── test_visualizers.py │ ├── setup_scripts.py │ ├── slow_tests │ │ ├── __init__.py │ │ ├── test_baselines.py │ │ └── test_benchmarks.py │ └── stress_tests │ │ ├── stress_test_rl.py │ │ └── stress_test_start.py └── tutorials │ ├── README.md │ ├── networks │ ├── bay_bridge.osm │ └── test_template.ang │ ├── tutorial00_flow.ipynb │ ├── tutorial01_sumo.ipynb │ ├── tutorial02_aimsun.ipynb │ ├── tutorial03_rllib.ipynb │ ├── tutorial04_visualize.ipynb │ ├── tutorial05_networks.ipynb │ ├── tutorial06_osm.ipynb │ ├── tutorial07_network_templates.ipynb │ ├── tutorial08_environments.ipynb │ ├── tutorial09_controllers.ipynb │ ├── tutorial10_traffic_lights.ipynb │ ├── tutorial11_inflows.ipynb │ ├── tutorial12_bottlenecks.ipynb │ ├── tutorial13_rllib_ec2.ipynb │ ├── tutorial14_mutiagent.ipynb │ └── tutorialxx_template.ipynb └── pfrl ├── .flake8 ├── .github ├── auto_assign.yml └── workflows │ └── auto_assign.yml ├── .gitignore ├── .pfnci ├── config.pbtxt ├── hint.pbtxt ├── lint.sh ├── run.sh └── script.sh ├── CONTRIBUTING.md ├── LICENSE ├── MANIFEST.in ├── README.md ├── assets ├── PFRL.png ├── boxing.gif ├── grasping.gif └── humanoid.gif ├── docs ├── Makefile ├── action_values.rst ├── agents.rst ├── conf.py ├── experiments.rst ├── explorers.rst ├── index.rst ├── install.rst ├── make.bat ├── nn.rst ├── policies.rst ├── q_functions.rst ├── reference.rst └── replay_buffers.rst ├── examples ├── README.md ├── atari │ ├── README.md │ ├── reproduction │ │ ├── a3c │ │ │ ├── README.md │ │ │ └── train_a3c.py │ │ ├── dqn │ │ │ ├── README.md │ │ │ └── train_dqn.py │ │ ├── iqn │ │ │ ├── README.md │ │ │ └── train_iqn.py │ │ └── rainbow │ │ │ ├── README.md │ │ │ └── train_rainbow.py │ ├── train_a2c_ale.py │ ├── train_acer_ale.py │ ├── train_categorical_dqn_ale.py │ ├── train_dqn_ale.py │ ├── train_dqn_batch_ale.py │ ├── train_drqn_ale.py │ └── train_ppo_ale.py ├── atlas │ ├── README.md │ ├── assets │ │ ├── atlas.gif │ │ └── learningcurve.png │ └── train_soft_actor_critic_atlas.py ├── grasping │ ├── README.md │ ├── assets │ │ └── learningcurve.png │ └── train_dqn_batch_grasping.py ├── gym │ ├── README.md │ ├── train_categorical_dqn_gym.py │ ├── train_dqn_gym.py │ └── train_reinforce_gym.py ├── mujoco │ ├── README.md │ └── reproduction │ │ ├── ddpg │ │ ├── README.md │ │ ├── assets │ │ │ ├── Ant-v2.png │ │ │ ├── HalfCheetah-v2.png │ │ │ ├── Hopper-v2.png │ │ │ ├── InvertedDoublePendulum-v2.png │ │ │ ├── InvertedPendulum-v2.png │ │ │ ├── Reacher-v2.png │ │ │ └── Walker2d-v2.png │ │ └── train_ddpg.py │ │ ├── ppo │ │ ├── README.md │ │ ├── assets │ │ │ ├── HalfCheetah-v2.png │ │ │ ├── Hopper-v2.png │ │ │ ├── Swimmer-v2.png │ │ │ └── Walker2d-v2.png │ │ └── train_ppo.py │ │ ├── soft_actor_critic │ │ ├── README.md │ │ ├── assets │ │ │ ├── Ant-v2.png │ │ │ ├── HalfCheetah-v2.png │ │ │ ├── Hopper-v2.png │ │ │ ├── Humanoid-v2.png │ │ │ └── Walker2d-v2.png │ │ └── train_soft_actor_critic.py │ │ ├── td3 │ │ ├── README.md │ │ ├── assets │ │ │ ├── Ant-v2.png │ │ │ ├── HalfCheetah-v2.png │ │ │ ├── Hopper-v2.png │ │ │ ├── InvertedDoublePendulum-v2.png │ │ │ ├── InvertedPendulum-v2.png │ │ │ ├── Reacher-v2.png │ │ │ └── Walker2d-v2.png │ │ └── train_td3.py │ │ └── trpo │ │ ├── README.md │ │ ├── assets │ │ ├── HalfCheetah-v2.png │ │ ├── Hopper-v2.png │ │ ├── Swimmer-v2.png │ │ └── Walker2d-v2.png │ │ └── train_trpo.py ├── optuna │ ├── README.md │ ├── assets │ │ └── optimization_history.png │ └── optuna_dqn_obs1d.py ├── quickstart │ └── quickstart.ipynb └── slimevolley │ ├── README.md │ ├── assets │ ├── learningcurve.png │ └── slimevolley.gif │ └── train_rainbow.py ├── examples_tests ├── atari │ ├── reproduction │ │ ├── test_dqn.sh │ │ ├── test_iqn.sh │ │ └── test_rainbow.sh │ ├── test_a2c.sh │ ├── test_acer.sh │ ├── test_categorical_dqn.sh │ ├── test_dqn.sh │ ├── test_dqn_batch.sh │ ├── test_drqn.sh │ └── test_ppo.sh ├── atlas │ └── test_soft_actor_critic.sh ├── grasping │ └── test_dqn.sh ├── gym │ ├── test_categorical_dqn.sh │ ├── test_dqn.sh │ └── test_reinforce.sh ├── mujoco │ └── reproduction │ │ ├── test_ddpg.sh │ │ ├── test_ppo.sh │ │ ├── test_soft_actor_critic.sh │ │ ├── test_td3.sh │ │ └── test_trpo.sh ├── optuna │ └── test_optuna_dqn_obs1d.sh └── slimevolley │ └── test_rainbow.sh ├── pfrl ├── __init__.py ├── action_value.py ├── agent.py ├── agents │ ├── __init__.py │ ├── a2c.py │ ├── a3c.py │ ├── acer.py │ ├── al.py │ ├── categorical_double_dqn.py │ ├── categorical_dqn.py │ ├── ddpg.py │ ├── double_dqn.py │ ├── double_pal.py │ ├── dpp.py │ ├── dqn.py │ ├── iqn.py │ ├── pal.py │ ├── ppo.py │ ├── reinforce.py │ ├── soft_actor_critic.py │ ├── state_q_function_actor.py │ ├── td3.py │ └── trpo.py ├── collections │ ├── __init__.py │ ├── persistent_collections.py │ ├── prioritized.py │ └── random_access_queue.py ├── distributions │ ├── __init__.py │ └── delta.py ├── env.py ├── envs │ ├── __init__.py │ ├── abc.py │ ├── multiprocess_vector_env.py │ └── serial_vector_env.py ├── experiments │ ├── __init__.py │ ├── evaluation_hooks.py │ ├── evaluator.py │ ├── hooks.py │ ├── prepare_output_dir.py │ ├── train_agent.py │ ├── train_agent_async.py │ └── train_agent_batch.py ├── explorer.py ├── explorers │ ├── __init__.py │ ├── additive_gaussian.py │ ├── additive_ou.py │ ├── boltzmann.py │ ├── epsilon_greedy.py │ └── greedy.py ├── functions │ ├── __init__.py │ ├── bound_by_tanh.py │ └── lower_triangular_matrix.py ├── initializers │ ├── __init__.py │ ├── chainer_default.py │ └── lecun_normal.py ├── nn │ ├── __init__.py │ ├── atari_cnn.py │ ├── bound_by_tanh.py │ ├── branched.py │ ├── concat_obs_and_action.py │ ├── empirical_normalization.py │ ├── lmbda.py │ ├── mlp.py │ ├── mlp_bn.py │ ├── noisy_chain.py │ ├── noisy_linear.py │ ├── recurrent.py │ ├── recurrent_branched.py │ └── recurrent_sequential.py ├── optimizers │ ├── __init__.py │ └── rmsprop_eps_inside_sqrt.py ├── policies │ ├── __init__.py │ ├── deterministic_policy.py │ ├── gaussian_policy.py │ └── softmax_policy.py ├── policy.py ├── q_function.py ├── q_functions │ ├── __init__.py │ ├── dueling_dqn.py │ ├── state_action_q_functions.py │ └── state_q_functions.py ├── replay_buffer.py ├── replay_buffers │ ├── __init__.py │ ├── episodic.py │ ├── persistent.py │ ├── prioritized.py │ ├── prioritized_episodic.py │ └── replay_buffer.py ├── testing.py ├── utils │ ├── __init__.py │ ├── ask_yes_no.py │ ├── async_.py │ ├── batch_states.py │ ├── clip_l2_grad_norm.py │ ├── conjugate_gradient.py │ ├── contexts.py │ ├── copy_param.py │ ├── env_modifiers.py │ ├── is_return_code_zero.py │ ├── mode_of_distribution.py │ ├── pretrained_models.py │ ├── random.py │ ├── random_seed.py │ ├── recurrent.py │ ├── reward_filter.py │ └── stoppable_thread.py └── wrappers │ ├── __init__.py │ ├── atari_wrappers.py │ ├── cast_observation.py │ ├── continuing_time_limit.py │ ├── monitor.py │ ├── normalize_action_space.py │ ├── randomize_action.py │ ├── render.py │ ├── scale_reward.py │ └── vector_frame_stack.py ├── pytest.ini ├── readthedocs.yml ├── requirements-dev.txt ├── requirements.txt ├── setup.cfg ├── setup.py ├── test_examples.sh ├── tests ├── agents_tests │ ├── basetest_ddpg.py │ ├── basetest_dqn_like.py │ ├── basetest_training.py │ ├── test_a2c.py │ ├── test_a3c.py │ ├── test_acer.py │ ├── test_al.py │ ├── test_categorical_dqn.py │ ├── test_ddpg.py │ ├── test_double_categorical_dqn.py │ ├── test_double_dqn.py │ ├── test_double_pal.py │ ├── test_dpp.py │ ├── test_dqn.py │ ├── test_iqn.py │ ├── test_pal.py │ ├── test_ppo.py │ ├── test_reinforce.py │ ├── test_soft_actor_critic.py │ ├── test_td3.py │ └── test_trpo.py ├── collections_tests │ ├── test_persistent_collections.py │ ├── test_prioritized.py │ └── test_random_access_queue.py ├── envs_tests │ └── test_vector_envs.py ├── experiments_tests │ ├── test_evaluation_hooks.py │ ├── test_evaluator.py │ ├── test_hooks.py │ ├── test_prepare_output_dir.py │ ├── test_train_agent.py │ ├── test_train_agent_async.py │ └── test_train_agent_batch.py ├── explorers_tests │ ├── test_additive_gaussian.py │ ├── test_additive_ou.py │ ├── test_boltzmann.py │ └── test_epsilon_greedy.py ├── functions_tests │ └── test_lower_triangular_matrix.py ├── misc_tests │ └── tests_persistent_collections.py ├── nn_tests │ ├── test_branched.py │ ├── test_empirical_normalization.py │ ├── test_lmbda.py │ ├── test_mlp_bn.py │ ├── test_noisy_chain.py │ ├── test_noisy_linear.py │ ├── test_recurrent_branched.py │ └── test_recurrent_sequential.py ├── q_functions_tests │ ├── basetest_state_action_q_function.py │ └── test_state_action_q_function.py ├── replay_buffers_test │ ├── test_persistent_replay_buffer.py │ └── test_replay_buffer.py ├── test_action_value.py ├── test_agent.py ├── test_testing.py ├── utils_tests │ ├── test_async.py │ ├── test_batch_states.py │ ├── test_clip_l2_grad_norm.py │ ├── test_conjugate_gradient.py │ ├── test_contexts.py │ ├── test_copy_param.py │ ├── test_is_return_code_zero.py │ ├── test_mode_of_distribution.py │ ├── test_pretrained_models.py │ ├── test_random.py │ ├── test_random_seed.py │ ├── test_recurrent.py │ └── test_stoppable_thread.py └── wrappers_tests │ ├── test_atari_wrappers.py │ ├── test_cast_observation.py │ ├── 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