Reinforcement-Learning
Implementations of Deep Reinforcement Learning Algorithms and Bench-marking with PyTorch
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최종 버전 다운로드 (.zip)- __init__.py
- a2c_agent.py
- ddqn_agent.py
- dqn_agent.py
- ppo_agent.py
- reinforce_agent.py
- __init__.py
- actor_critic_cnn.py
- ddqn_cnn.py
- dqn_cnn.py
- dqn_linear.py
- __init__.py
- stack_frame.py
- __init__.py
- replay_buffer.py
- .gitkeep
- __init__.py
- dqn_network.png
- main.gif
- main.jpg
- ping_pong_a2c.ipynb
- ping_pong_ddqn.ipynb
- ping_pong_dqn.ipynb
- ping_pong_pg.ipynb
- ping_pong_ppo.ipynb
- ping_pong_rainbow.ipynb
- README.md
- dqn_network.png
- main.gif
- main.jpg
- result_dqn.png
- README.md
- space_invader_a2c.ipynb
- space_invader_ddqn.ipynb
- space_invader_dqn.ipynb
- space_invader_pg.ipynb
- space_invader_ppo.ipynb
- space_invader_rainbow.ipynb
- defend_the_center.cfg
- defend_the_center.wad
- dqn_network.png
- main.gif
- result_dqn.png
- _vizdoom.ini
- doom_defend_center_a2c.ipynb
- doom_defend_center_ddqn.ipynb
- doom_defend_center_dqn.ipynb
- doom_defend_center_pg.ipynb
- doom_defend_center_ppo.ipynb
- doom_defend_center_rainbow.ipynb
- README.md
- deadly_corridor.cfg
- deadly_corridor.wad
- dqn_network.png
- main.gif
- _vizdoom.ini
- doom_corridor_a2c.ipynb
- doom_corridor_ddqn.ipynb
- doom_corridor_dqn.ipynb
- doom_corridor_pg.ipynb
- doom_corridor_ppo.ipynb
- doom_corridor_rainbow.ipynb
- README.md
- dqn_network.png
- main.gif
- main.png
- README.md
- sonic_a2c.ipynb
- sonic_ddqn.ipynb
- sonic_dqn.ipynb
- sonic_pg.ipynb
- sonic_ppo.ipynb
- sonic_rainbow.ipynb
- dqn_network.png
- main.gif
- main.jpg
- README.md
- sonic2_a2c.ipynb
- sonic2_ddqn.ipynb
- sonic2_dqn.ipynb
- sonic2_pg.ipynb
- sonic2_ppo.ipynb
- sonic2_rainbow.ipynb
- README.md
- cgames.gif
- cgames.jpg
- main.gif
- mlagents.png
- 01_balance_ball.ipynb
- 02_tennis.ipynb
- 03_wall_jump.ipynb
- 04_reacher.ipynb
- 05_soccer_twos.ipynb
- 06_walker.ipynb
- main.png
- README.md
- main.png
- README.md
- main.png
- README.md
- main.png
- README.md
- main.png
- README.md
- main.png
- README.md
- README.md
- bellman.svg
- discounted_reward.png
- intro_to_rl.png
- mdp.png
- mrp.png
- rl_algorithms.svg
- value_function.png
- README.md
- check_test.py
- Dynamic_Programming.ipynb
- Dynamic_Programming_Solution.ipynb
- frozenlake.py
- plot_utils.py
- README.md
- catpole.gif
- Monte_Carlo.ipynb
- mountain_climb_double_qlearning.ipynb
- mountain_climb_qlearning.ipynb
- mountain_climb_sarsa.ipynb
- cartpole_dqn.ipynb
- README.md
- cartpole_reinforce.ipynb
- mountain_climb_reinforce.ipynb
- README.md
- cartpole_actor_critic.ipynb
- lunarlander_actor_critic.ipynb
- README.md
- README.md
- README.md
- README.md
- README.md
- .gitignore
- _config.yml
- LICENSE
- README.md
// repository documentation
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