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curlingrobot's Introduction

CurlingRobot

Curling Robot @ TongYe

Choose RL Methods:

Continuous Action Space :

  • Policy gradient
  • DDPG
  • A3C
  • PPO

Discrete Action Space:

  • Q-learning
  • DQN
  • A3C
  • PPO

reference

[1] https://blog.csdn.net/kenneth_yu/article/details/78478356 DDPG

[2] https://www.ibm.com/developerworks/cn/analytics/library/ba-lo-deep-introduce-policy-gradient/index.html Policy Gradient (PG)

[6] https://medium.com/@jonathan_hui/rl-policy-gradients-explained-9b13b688b146 Jonathan Hui, Medium Blog 最好的blog

[4] https://morvanzhou.github.io/tutorials/machine-learning/reinforcement-learning/5-1-policy-gradient-softmax1/ 莫烦

[5] https://www.bilibili.com/video/av35757082/?p=28 李宏毅深度学习视频

[6] https://blog.csdn.net/LagrangeSK/article/details/81010195 强化学习教程Blog,讲的很详细,结合大神的PPTT

ps:李宏毅牛逼,需要过一遍讲义

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