├── .gitignore ├── LICENSE ├── NOTICE ├── README.md ├── dso ├── dso │ ├── __init__.py │ ├── checkpoint.py │ ├── config │ │ ├── __init__.py │ │ ├── config_common.json │ │ ├── config_control.json │ │ ├── config_regression.json │ │ ├── config_regression_gp.json │ │ └── examples │ │ │ ├── control │ │ │ ├── BipedalWalker.json │ │ │ ├── CustomCartPoleContinuous-v0.json │ │ │ ├── CustomCartPoleContinuous-v0_DecisionTree.json │ │ │ ├── Hopper.json │ │ │ ├── LunarLander.json │ │ │ ├── LunarLanderMultiDiscrete.json │ │ │ └── MountainCar-v0.json │ │ │ └── regression │ │ │ ├── Nguyen-2-GPmeld.json │ │ │ ├── Nguyen-2.json │ │ │ ├── PiecewiseFunction-1.json │ │ │ └── Poly-1.json │ ├── const.py │ ├── core.py │ ├── cyfunc.pyx │ ├── execute.py │ ├── functions.py │ ├── gp │ │ ├── __init__.py │ │ ├── base.py │ │ ├── gp_controller.py │ │ └── utils.py │ ├── language_model │ │ ├── __init__.py │ │ ├── language_model_prior.py │ │ └── model │ │ │ ├── model_dyn_rnn.py │ │ │ └── saved_model │ │ │ ├── checkpoint │ │ │ ├── dynrnn.data-00000-of-00001 │ │ │ ├── dynrnn.index │ │ │ ├── dynrnn.meta │ │ │ └── word_dict.pkl │ ├── library.py │ ├── logeval.py │ ├── memory.py │ ├── policy │ │ ├── __init__.py │ │ ├── policy.py │ │ └── rnn_policy.py │ ├── policy_optimizer │ │ ├── __init__.py │ │ ├── pg_policy_optimizer.py │ │ ├── policy_optimizer.py │ │ ├── ppo_policy_optimizer.py │ │ └── pqt_policy_optimizer.py │ ├── prior.py │ ├── program.py │ ├── run.py │ ├── scripts │ │ └── search_space.py │ ├── subroutines.py │ ├── task │ │ ├── __init__.py │ │ ├── control │ │ │ ├── __init__.py │ │ │ ├── control.py │ │ │ ├── data │ │ │ │ ├── BipedalWalker-v2 │ │ │ │ │ └── model-td3.zip │ │ │ │ ├── CustomCartPoleContinuous-v0 │ │ │ │ │ └── model-td3.zip │ │ │ │ ├── HopperBulletEnv-v0 │ │ │ │ │ └── model-td3.pkl │ │ │ │ ├── InvertedDoublePendulumBulletEnv-v0 │ │ │ │ │ └── model-td3.pkl │ │ │ │ ├── InvertedPendulumSwingupBulletEnv-v0 │ │ │ │ │ └── model-sac.pkl │ │ │ │ ├── LunarLanderContinuous-v2 │ │ │ │ │ └── model-sac.pkl │ │ │ │ ├── MountainCarContinuous-v0 │ │ │ │ │ └── model-td3.pkl │ │ │ │ ├── Pendulum-v0 │ │ │ │ │ └── model-td3.pkl │ │ │ │ └── ReacherBulletEnv-v0 │ │ │ │ │ └── model-td3.pkl │ │ │ ├── envs │ │ │ │ ├── cartpole_bullet.py │ │ │ │ ├── continuous_cartpole.py │ │ │ │ ├── lander.py │ │ │ │ ├── pendulum.py │ │ │ │ └── test │ │ │ │ │ ├── test_envs.py │ │ │ │ │ └── test_lander.py │ │ │ ├── scripts │ │ │ │ ├── README.md │ │ │ │ ├── benchmark_zoo.py │ │ │ │ ├── policy_eval.py │ │ │ │ └── sample_zoo.py │ │ │ └── utils.py │ │ ├── regression │ │ │ ├── __init__.py │ │ │ ├── benchmarks.csv │ │ │ ├── data │ │ │ │ ├── Constant-1.csv │ │ │ │ ├── Constant-1_test.csv │ │ │ │ ├── Constant-2.csv │ │ │ │ ├── Constant-2_test.csv │ │ │ │ ├── Constant-3.csv │ │ │ │ ├── Constant-3_test.csv │ │ │ │ ├── Constant-4.csv │ │ │ │ ├── Constant-4_test.csv │ │ │ │ ├── Constant-5.csv │ │ │ │ ├── Constant-5_test.csv │ │ │ │ ├── Constant-6.csv │ │ │ │ ├── Constant-6_test.csv │ │ │ │ ├── Constant-7.csv │ │ │ │ ├── Constant-7_test.csv │ │ │ │ ├── Constant-8.csv │ │ │ │ ├── Constant-8_test.csv │ │ │ │ ├── Custom-1.csv │ │ │ │ ├── Custom-10.csv │ │ │ │ ├── Custom-10_test.csv │ │ │ │ ├── Custom-11.csv │ │ │ │ ├── Custom-11_test.csv │ │ │ │ ├── Custom-12.csv │ │ │ │ ├── Custom-12_test.csv │ │ │ │ ├── Custom-13.csv │ │ │ │ ├── Custom-13_test.csv │ │ │ │ ├── Custom-14.csv │ │ │ │ ├── Custom-14_test.csv │ │ │ │ ├── Custom-15.csv │ │ │ │ ├── Custom-15_test.csv │ │ │ │ ├── Custom-16.csv │ │ │ │ ├── Custom-16_test.csv │ │ │ │ ├── Custom-17.csv │ │ │ │ ├── Custom-17_test.csv │ │ │ │ ├── Custom-18.csv │ │ │ │ ├── Custom-18_test.csv │ │ │ │ ├── Custom-19.csv │ │ │ │ ├── Custom-19_test.csv │ │ │ │ ├── Custom-1_test.csv │ │ │ │ ├── Custom-2.csv │ │ │ │ ├── Custom-20.csv │ │ │ │ ├── Custom-20_test.csv │ │ │ │ ├── Custom-21.csv │ │ │ │ ├── Custom-21_test.csv │ │ │ │ ├── Custom-22.csv │ │ │ │ ├── Custom-22_test.csv │ │ │ │ ├── Custom-23.csv │ │ │ │ ├── Custom-23_test.csv │ │ │ │ ├── Custom-2_test.csv │ │ │ │ ├── Custom-3.csv │ │ │ │ ├── Custom-3_test.csv │ │ │ │ ├── Custom-4.csv │ │ │ │ ├── Custom-4_test.csv │ │ │ │ ├── Custom-5.csv │ │ │ │ ├── Custom-5_test.csv │ │ │ │ ├── Custom-6.csv │ │ │ │ ├── Custom-6_test.csv │ │ │ │ ├── Custom-7.csv │ │ │ │ ├── Custom-7_test.csv │ │ │ │ ├── Custom-8.csv │ │ │ │ ├── Custom-8_test.csv │ │ │ │ ├── Custom-9.csv │ │ │ │ ├── Custom-9_test.csv │ │ │ │ ├── Nguyen-1.csv │ │ │ │ ├── Nguyen-10.csv │ │ │ │ ├── Nguyen-10_test.csv │ │ │ │ ├── Nguyen-11.csv │ │ │ │ ├── Nguyen-11_test.csv │ │ │ │ ├── Nguyen-12.csv │ │ │ │ ├── Nguyen-12_test.csv │ │ │ │ ├── Nguyen-1_test.csv │ │ │ │ ├── Nguyen-2.csv │ │ │ │ ├── Nguyen-2_test.csv │ │ │ │ ├── Nguyen-3.csv │ │ │ │ ├── Nguyen-3_test.csv │ │ │ │ ├── Nguyen-4.csv │ │ │ │ ├── Nguyen-4_test.csv │ │ │ │ ├── Nguyen-5.csv │ │ │ │ ├── Nguyen-5_test.csv │ │ │ │ ├── Nguyen-6.csv │ │ │ │ ├── Nguyen-6_test.csv │ │ │ │ ├── Nguyen-7.csv │ │ │ │ ├── Nguyen-7_test.csv │ │ │ │ ├── Nguyen-8.csv │ │ │ │ ├── Nguyen-8_test.csv │ │ │ │ ├── Nguyen-9.csv │ │ │ │ ├── Nguyen-9_test.csv │ │ │ │ ├── PiecewiseFunction-1.csv │ │ │ │ ├── Test-1.csv │ │ │ │ └── Test-1_test.csv │ │ │ ├── dataset.py │ │ │ ├── function_sets.csv │ │ │ ├── mat_mult_benchmark.py │ │ │ ├── polyfit.py │ │ │ ├── regression.py │ │ │ ├── sklearn.py │ │ │ └── test_sklearn.py │ │ └── task.py │ ├── test │ │ ├── __init__.py │ │ ├── custom_tasks │ │ │ ├── custom_task_prior.py │ │ │ └── test_custom_task_prior.py │ │ ├── data │ │ │ ├── test_model.meta │ │ │ ├── test_model_strong.data-00000-of-00001 │ │ │ ├── test_model_strong.index │ │ │ ├── test_model_weak.data-00000-of-00001 │ │ │ └── test_model_weak.index │ │ ├── generate_test_data.py │ │ ├── test_checkpoint.py │ │ ├── test_constant.py │ │ ├── test_core.py │ │ ├── test_polynomial.py │ │ └── test_prior.py │ ├── tf_state_manager.py │ ├── train.py │ ├── train_stats.py │ ├── utils.py │ └── variance.py └── setup.py └── images ├── banner.png ├── code_map.png ├── srbench_accuracy-solution.png └── 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