├── .gitignore ├── LICENSE ├── README.md ├── rl ├── __init__.py ├── neural_q_learner.py ├── pg_actor_critic.py ├── pg_ddpg.py ├── pg_reinforce.py ├── replay_buffer.py └── tabular_q_learner.py ├── run_actor_critic_acrobot.py ├── run_cem_cartpole.py ├── run_ddpg_mujoco.py ├── run_dqn_cartpole.py ├── run_ql_cartpole.py └── run_reinforce_cartpole.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukezhu/tensorflow-reinforce/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukezhu/tensorflow-reinforce/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukezhu/tensorflow-reinforce/HEAD/README.md -------------------------------------------------------------------------------- /rl/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /rl/neural_q_learner.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukezhu/tensorflow-reinforce/HEAD/rl/neural_q_learner.py -------------------------------------------------------------------------------- /rl/pg_actor_critic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukezhu/tensorflow-reinforce/HEAD/rl/pg_actor_critic.py -------------------------------------------------------------------------------- /rl/pg_ddpg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukezhu/tensorflow-reinforce/HEAD/rl/pg_ddpg.py -------------------------------------------------------------------------------- /rl/pg_reinforce.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukezhu/tensorflow-reinforce/HEAD/rl/pg_reinforce.py -------------------------------------------------------------------------------- /rl/replay_buffer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukezhu/tensorflow-reinforce/HEAD/rl/replay_buffer.py -------------------------------------------------------------------------------- /rl/tabular_q_learner.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukezhu/tensorflow-reinforce/HEAD/rl/tabular_q_learner.py -------------------------------------------------------------------------------- /run_actor_critic_acrobot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukezhu/tensorflow-reinforce/HEAD/run_actor_critic_acrobot.py -------------------------------------------------------------------------------- /run_cem_cartpole.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukezhu/tensorflow-reinforce/HEAD/run_cem_cartpole.py -------------------------------------------------------------------------------- /run_ddpg_mujoco.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukezhu/tensorflow-reinforce/HEAD/run_ddpg_mujoco.py -------------------------------------------------------------------------------- /run_dqn_cartpole.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukezhu/tensorflow-reinforce/HEAD/run_dqn_cartpole.py -------------------------------------------------------------------------------- /run_ql_cartpole.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukezhu/tensorflow-reinforce/HEAD/run_ql_cartpole.py -------------------------------------------------------------------------------- /run_reinforce_cartpole.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukezhu/tensorflow-reinforce/HEAD/run_reinforce_cartpole.py --------------------------------------------------------------------------------