项目作者: peiranli

项目描述 :
My RL agent in PyTorch
高级语言: Python
项目地址: git://github.com/peiranli/RL.git
创建时间: 2018-08-21T06:43:46Z
项目社区:https://github.com/peiranli/RL

开源协议:

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RLalgorithms

RL agents using various reinforcement learning algorithms.
Test mainly on OpenAI gym environments.
Currently, both discrete and continuous action space versions are working perfectly.
Continuous versions can solve Pendulum in around 1000 episodes.

Dependencies:
OpenAI Gym, PyTorch

  1. Advantage Actor Critic (A2C)
  1. Proximal Policy Optimization
  1. Deep Deterministic Policy Gradient
  1. Deep Q Learning and Double Q Learning
  1. Policy Gradient