YeeKal / rl_learning

reinforcement learning

notes

• Qlearning
• DQN
• RL

code

• qlearning_frozenlake
• dqn_cart

blog

• 莫烦-rl-python

  • github_code_rl
  • rl_in_manipulator

• CSDN-openai concepts

• 知乎-张楚珩-强化学习算法论文

• 知乎-强化学习知识大讲堂

• simoninithomas/Deep_reinforcement_learning_Course

• 刘建平

  • github_rl_code

• andri27-ts/60_Days_RL_Challenge

• metalbubble/RLexample

• 分布式强化学习框架

• DQFD_GUTHUB

• 深度强化学习的 18 个关键问题

• DeepRLHacks

• median

• openai 推荐论文

read material

• CoRL Open Problems Nov 2017

course

• David Silver
• book by Richard S. Sutton
  • new code in github
  • 知乎-张文—笔记
• CS234-stanford,主题丰富
  • assignment
• CS 287: Advanced Robotics, Fall 2015（Peter Abeel,强化学习和机器人
• CS294-前言，模仿学习，机器人背景相关

people

• REZA MAKJOURIAN
• Pieter Abbeel
• Sergey Levine
• Lei TAI 邰磊

open source

• open_ai
• pybullet
• Surreal
• MuJoCo
• reinforce_js
• chainerRl
• rllab
• stable-baselines
• pytorch rl