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项目作者： weizhepei

项目描述 ：
Autonomous Agents in Snake Game via Deep Reinforcement Learning
高级语言： Python
项目地址: git://github.com/weizhepei/DRL-SnakeGame.git
创建时间： 2019-03-08T14:53:40Z
项目社区：https://github.com/weizhepei/DRL-SnakeGame
开源协议：
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Autonomous Agents in Snake Game via Deep Reinforcement Learning

If you find this project helpful, please cite our paper. [pdf] [slides]

  1. @inproceedings{wei2018autonomous,
  2.   title={Autonomous Agents in Snake Game via Deep Reinforcement Learning},
  3.   author={Wei, Zhepei and Wang, Di and Zhang, Ming and Tan, Ah-Hwee and Miao, Chunyan and Zhou, You},
  4.   booktitle={2018 IEEE International Conference on Agents (ICA)},
  5.   pages={20--25},
  6.   year={2018},
  7.   organization={IEEE}
  8. }

A demo video can be found here.

Requirements

  • python3
  • pygame
  • opencv
  • TensorFlow