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deepmind_mas_enviroment's Introduction

This repositories support the env in 《Multi-agent Reinforcement Learning in Sequential Social Dilemmas》 and 《Value-Decomposition Networks For Cooperative Multi-Agent Learning》.

hope can help people to research.

environment

gathering

fetch

checkers

switch level 0

switch level 1

switch level 2

Citing

If you use this env in your research, you can cite it as follows:

@article{wang2018towards,
  title={Towards Cooperation in Sequential Prisoner's Dilemmas: a Deep Multiagent Reinforcement Learning Approach},
  author={Wang, Weixun and Hao, Jianye and Wang, Yixi and Taylor, Matthew},
  journal={arXiv preprint arXiv:1803.00162},
  year={2018}
}

deepmind_mas_enviroment's People

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deepmind_mas_enviroment's Issues

Queries about Gathering environment

Hello,

I was looking at your environment for "Gathering". This seems like an infinite horizon game where there is an infinite supply of food and agents have infinite number of lives. Can you tell us how to change environments to make the resources like food and the lives of agents finite ?

Thanks !

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