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Classic reinforce learning algorithms' implementation. It will be merged with study-path repo. Implemented by Pytorch.

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Sh-Zh-7/reinforce-learning-impl

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ActorCritic

ActorCritic

 
 

DQNs

DQNs

 
 

PolicyGradient

PolicyGradient

 
 

QLearning

QLearning

 
 

Sarsa

Sarsa

 
 

.gitignore

.gitignore

 
 

README.md

README.md

 
 

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Reinforce Learning

TODO list:

  1. QTabale
  • Sarsa
  • Q-learning
  1. DQN
  • DQN
  • Nature DQN
  • Double DQN
  • Prioritized Replay DQN
  • Dueling DQN
  1. Policy based
  • Monte-Carlo Policy Gradient
  • Proximal Policy Optimization
  1. ActorCritic
  • Actor Critic
  • Aynchronous Advantage Actor Critc
  • DDPG

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Classic reinforce learning algorithms' implementation. It will be merged with study-path repo. Implemented by Pytorch.

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reinforcement-learning study q-learning dqn policy-gradient a3c

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