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DeepRL_Study
DeepRL_Study
 
 
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RLfromBasic
RLfromBasic
 
 
README.md
README.md
 
 

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RL_Study

Project

CartPole

  • main.py

src

  • REINFORCE.py
  • Actor-Critic.py
  • PPO.py

Pendulum

  • main.py

src

  • REINFORCE.py
  • Actor-Critic.py
  • PPO.py

RLfromBasic

ch5.Model-Free Prediction

  • Monte_Carlo.ipynb
  • Temporal_Difference.ipynb

ch6.Model-Free Control

  • MC_control.py
  • SARSA.py
  • QLearning.py

ch7.DeepRL

  • NeuralNet.py

ch8.Value-based Agent

  • DQN.py

ch9.policy-based Agent

  • REINFORCE.py
  • Actor-Critic.py

PPO

  • PPO_continuous.py
  • PPO_discrete.py

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Reinforcement Learning study

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