├── .gitignore ├── README.md ├── config ├── a2c_halfcheetah.json ├── a2c_pong.json ├── bootstrapped_dqn.json ├── ddpg.json ├── ddpg_Hopper.json ├── ddpg_halfcheetah.json ├── ddpg_halfcheetah_2worker.json ├── dqn.json ├── dqn_cartpole.json ├── dqn_pong.json ├── para_ppo.json ├── para_ppo_hopper.json ├── para_ppo_swimmer.json ├── para_ppo_walker2d.json ├── para_trpo_halfcheetah.json ├── ppo_halfcheetah.json ├── ppo_pong.json ├── qrdqn.json ├── reinforce.json ├── sac_ant.json ├── sac_halfcheetah.json ├── sac_halfcheetah_2worker.json ├── td3_halfcheetah.json ├── test_ppo.json ├── test_reinforce.json ├── twin_sac_q_halfcheetah.json └── vmpo_halfcheetah.json ├── environment.yml ├── examples ├── a2c_continuous_vec.py ├── a2c_discrete_atari_vec.py ├── ddpg_continuous_vec.py ├── dqn_atari_vec.py ├── dqn_state_vec.py ├── ppo_continuous.py ├── ppo_continuous_vec.py ├── ppo_continuous_vec_subproc.py ├── ppo_discrete_atari_vec.py ├── td3_continuous_vec.py ├── trpo_continuous_vec.py ├── twin_sac_q_continuous.py ├── twin_sac_q_continuous_vec.py └── vmpo_continuous_vec.py ├── fig └── HalfCheetah-v2.png ├── get_agent.py ├── setup.py └── torchrl ├── __init__.py ├── algo ├── __init__.py ├── off_policy │ ├── __init__.py │ ├── bootstrapped_dqn.py │ ├── ddpg.py │ ├── dqn.py │ ├── off_rl_algo.py │ ├── qrdqn.py │ ├── sac.py │ ├── td3.py │ ├── twin_sac.py │ └── twin_sac_q.py ├── on_policy │ ├── __init__.py │ ├── a2c.py │ ├── on_rl_algo.py │ ├── ppo.py │ ├── reinforce.py │ ├── trpo.py │ └── v_mpo.py ├── rl_algo.py └── utils.py ├── collector ├── __init__.py ├── base.py ├── on_policy.py └── para │ ├── README.md │ ├── __init__.py │ ├── base.py │ └── on_policy.py ├── env ├── __init__.py ├── atari_wrapper.py ├── base_wrapper.py ├── continuous_wrapper.py ├── get_env.py ├── subproc_vecenv.py └── vecenv.py ├── networks ├── __init__.py ├── base.py ├── init.py └── nets.py ├── policies ├── __init__.py ├── continuous_policy.py ├── discrete_policies.py └── distribution.py ├── replay_buffers ├── __init__.py ├── base.py ├── memory_efficient_replay_buffer.py ├── on_policy.py ├── shared │ ├── README.md │ ├── __init__.py │ ├── base.py │ └── shmarray.py └── vec.py └── utils ├── __init__.py ├── args.py ├── logger.py ├── plot.py ├── plot_csv.py └── tensorboard_starter.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RchalYang/torchrl/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RchalYang/torchrl/HEAD/README.md -------------------------------------------------------------------------------- /config/a2c_halfcheetah.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RchalYang/torchrl/HEAD/config/a2c_halfcheetah.json 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