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reinforcement_learning_tf2's Introduction

Reinforcement Learning with Tensorflow 2.0 beta1

实现中参考了:

  1. https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow
  2. https://github.com/jw1401/PPO-with-Tensorflow-2.0.0-alpha

由于之前使用老版本的tensorflow,所以在TF2.0发布之后想要用新版本来实现一下之前的代码。TF2.0使用起来和keras很像,本人之前也没有用过keras和pytorch,所以其中的一些机制还有些不太了解,实现中也许有一些不恰当的地方。

这些实现的性质更倾向于我个人的练习,这里仅实现了各个模型的简单版本,环境也只是Gym中的一些比较简单的环境。

欢迎大家指出我的错误,大家共同交流、进步。

我会在后续上传更多的模型实现。

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