RL Environment Open Source

2020. 9. 29. 19:11관심있는 주제/RL

강화학습 오픈 소스 환경들을 정리해보고자 합니다.

혹시 더 아시는 것들이 있다면 댓글에 남겨주시면 감사합니다!

기준은 "파이썬에서 작동하면서, 오픈 라이센스로 되어있는 것들만" 입니다.

paper 깃헙 링크
arxiv.org/abs/1907.11180 github.com/google-research/football colab.research.google.com/github/google-research/football/blob/master/gfootball/colabs/gfootball_example_from_prebuild.ipynb
arxiv.org/abs/2006.13760?fbclid=IwAR1EEO5erBXVQlA55R5DYSvu3_RMM5nGos_Hg7nU9uXbHpvPYwA7vXjlI2I github.com/facebookresearch/nle  
chess github.com/iamlucaswolf/gym-chess towardsdatascience.com/hacking-chess-with-decision-making-deep-reinforcement-learning-173ed32cf503
     

 

아래에 다양한 리스트로 정리한 것들이 있기는 합니다.

medium.com/@mauriciofadelargerich/reinforcement-learning-environments-cff767bc241f

 

Reinforcement Learning Environments

I’ve been lately working with Reinforcement Learning (RL) and I have found there are lots of great articles, tutorials and books online…

medium.com

 

machinelearningknowledge.ai/reinforcement-learning-environments-platforms-you-did-not-know-exist/

 

16 Reinforcement Learning Environments and Platforms You Did Not Know Exist | MLK - Machine Learning Knowledge

In this article we will go through a number of reinforcement learning environments and platform which you had no idea they exist.

machinelearningknowledge.ai

 

github.com/topics/reinforcement-learning-environments

https://rlenv.directory/

awesomeopensource.com/projects/deep-reinforcement-learning

 

The Top 177 Deep Reinforcement Learning Open Source Projects

 

awesomeopensource.com

  오픈소스로 정리된 것 공유

 https://docs.google.com/spreadsheets/u/0/d/1EeFPd-XIQ3mq_9snTlAZSsFY7Hbnmd7P5bbT8LPuMn0/htmlview#

 

 

RL environment list github

github.com/clvrai/awesome-rl-envs

 

clvrai/awesome-rl-envs

Contribute to clvrai/awesome-rl-envs development by creating an account on GitHub.

github.com

 

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