path	# lines of code
tutorial/tutorial_datastructures.py	21
tutorial/tutorial_rlagent.py	50
tutorial/tutorial_environments.py	38
tutorial/__init__.py	1
tutorial/playing_with_rlstructures.py	147
tutorial/playing_with_envs.py	14
tutorial/deprecated/tutorial_a2c_with_infinite_env/__init__.py	1
tutorial/deprecated/tutorial_a2c_with_infinite_env/main_a2c.py	56
tutorial/deprecated/tutorial_a2c_with_infinite_env/a2c.py	173
tutorial/deprecated/deprecated_tutorial_agent.py	40
tutorial/deprecated/tutorial_reinforce_with_evaluation/main_reinforce.py	48
tutorial/deprecated/tutorial_reinforce_with_evaluation/reinforce.py	175
tutorial/deprecated/tutorial_reinforce_with_evaluation/__init__.py	1
tutorial/deprecated/deprecated_tutorial_multiprocess_trajectory_batcher.py	98
tutorial/deprecated/tutorial_reinforce/main_reinforce.py	46
tutorial/deprecated/tutorial_reinforce/reinforce.py	130
tutorial/deprecated/tutorial_reinforce/__init__.py	1
tutorial/deprecated/tutorial_reinforce/agent.py	51
tutorial/deprecated/tutorial_from_reinforce_to_a2c_s/__init__.py	1
tutorial/deprecated/tutorial_from_reinforce_to_a2c_s/main_a2c.py	49
tutorial/deprecated/tutorial_from_reinforce_to_a2c_s/agent.py	67
tutorial/deprecated/tutorial_from_reinforce_to_a2c_s/a2c.py	175
tutorial/deprecated/deprecated_tutorial_multiprocess_episode_batcher.py	94
tutorial/deprecated/tutorial_reinforce_with_evaluation_s/main_reinforce.py	47
tutorial/deprecated/tutorial_reinforce_with_evaluation_s/reinforce.py	192
tutorial/deprecated/tutorial_reinforce_with_evaluation_s/__init__.py	1
tutorial/deprecated/tutorial_reinforce_with_evaluation_s/agent.py	56
tutorial/deprecated/tutorial_recurrent_a2c_s/__init__.py	1
tutorial/deprecated/tutorial_recurrent_a2c_s/test.py	8
tutorial/deprecated/tutorial_recurrent_a2c_s/main_a2c.py	69
tutorial/deprecated/tutorial_recurrent_a2c_s/agent.py	115
tutorial/deprecated/tutorial_recurrent_a2c_s/a2c.py	168
tutorial/deprecated/tutorial_recurrent_policy/__init__.py	1
tutorial/deprecated/tutorial_recurrent_policy/main_a2c.py	56
tutorial/deprecated/tutorial_recurrent_policy/agent.py	69
tutorial/deprecated/tutorial_recurrent_policy/a2c.py	190
tutorial/deprecated/tutorial_reinforce_s/main_reinforce.py	49
tutorial/deprecated/tutorial_reinforce_s/reinforce.py	124
tutorial/deprecated/tutorial_reinforce_s/__init__.py	1
tutorial/deprecated/tutorial_reinforce_s/agent.py	57
tutorial/deprecated/tutorial_from_reinforce_to_a2c/__init__.py	1
tutorial/deprecated/tutorial_from_reinforce_to_a2c/main_a2c.py	49
tutorial/deprecated/tutorial_from_reinforce_to_a2c/a2c.py	182
tutorial/deprecated/tutorial_recurrent_a2c_gae_s/__init__.py	1
tutorial/deprecated/tutorial_recurrent_a2c_gae_s/main_a2c.py	67
tutorial/deprecated/tutorial_recurrent_a2c_gae_s/a2c.py	184
sphinx_docs/source/conf.py	31
setup.py	10
rlstructures/env.py	17
rlstructures/rl_batchers/tools.py	389
rlstructures/rl_batchers/__init__.py	1
rlstructures/rl_batchers/agent.py	92
rlstructures/rl_batchers/batcher.py	132
rlstructures/__init__.py	31
rlstructures/core.py	312
rlstructures/env_wrappers/__init__.py	2
rlstructures/env_wrappers/devicewrapper.py	21
rlstructures/env_wrappers/gymenv.py	264
rlstructures/deprecated/logging.py	21
rlstructures/deprecated/batchers/threadworker.py	147
rlstructures/deprecated/batchers/__init__.py	2
rlstructures/deprecated/batchers/trajectorybatchers.py	105
rlstructures/deprecated/batchers/episodebatchers.py	210
rlstructures/deprecated/batchers/agent_fxn.py	83
rlstructures/deprecated/batchers/buffers.py	151
rlstructures/deprecated/__init__.py	1
rlstructures/deprecated/agent.py	19
rlalgos/a2c_gae/main_atari.py	67
rlalgos/a2c_gae/__init__.py	1
rlalgos/a2c_gae/atari_agent.py	122
rlalgos/a2c_gae/main_cartpole.py	74
rlalgos/a2c_gae/agent.py	90
rlalgos/a2c_gae/a2c.py	200
rlalgos/sac/continuouscartopole.py	142
rlalgos/sac/__init__.py	1
rlalgos/sac/sac.py	293
rlalgos/sac/agent.py	99
rlalgos/sac/run_cartpole.py	73
rlalgos/atari_wrappers.py	187
rlalgos/reinforce_device/run_reinforce.py	60
rlalgos/reinforce_device/reinforce.py	222
rlalgos/tools.py	69
rlalgos/reinforce/run_reinforce.py	53
rlalgos/reinforce/reinforce.py	212
rlalgos/reinforce/agent.py	57
rlalgos/reinforce_diayn/run_diayn.py	69
rlalgos/reinforce_diayn/agent.py	68
rlalgos/reinforce_diayn/reinforce_diayn.py	248
rlalgos/__init__.py	1
rlalgos/logger.py	148
rlalgos/simple_ddqn/ddqn.py	286
rlalgos/simple_ddqn/__init__.py	1
rlalgos/simple_ddqn/agent.py	51
rlalgos/simple_ddqn/run_cartpole.py	77
rlalgos/dqn/__init__.py	1
rlalgos/dqn/duelling_dqn.py	392
rlalgos/dqn/agent.py	114
rlalgos/dqn/run_cartpole.py	90
rlalgos/dqn/run_atari.py	86
rlalgos/ppo/__init__.py	1
rlalgos/ppo/run_cartpole.py	73
rlalgos/ppo/discrete_ppo.py	197
rlalgos/deprecated/template_exp.py	39
rlalgos/deprecated/sac/__init__.py	1
rlalgos/deprecated/sac/sac.py	302
rlalgos/deprecated/sac/agent.py	110
rlalgos/deprecated/sac/run_cartpole.py	60
rlalgos/deprecated/__init__.py	1
rlalgos/deprecated/dqn/__init__.py	1
rlalgos/deprecated/dqn/duelling_dqn.py	251
rlalgos/deprecated/dqn/agent.py	70
rlalgos/deprecated/dqn/run_q_cartpole.py	63
rlalgos/deprecated/ppo/__init__.py	1
rlalgos/deprecated/ppo/run_cartpole.py	57
rlalgos/deprecated/ppo/discrete_ppo.py	235
rlalgos/deprecated/a2c/run_cartpole_pomdp.py	64
rlalgos/deprecated/a2c/a2c_episodes.py	223
rlalgos/deprecated/a2c/__init__.py	1
rlalgos/deprecated/a2c/agent.py	88
rlalgos/deprecated/a2c/run_cartpole.py	54
rlalgos/deprecated/envs/continuouscartopole.py	142
rlalgos/deprecated/envs/__init__.py	1