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使用tensorflow2实现多智能体强化学习算法MADDPG

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MADDPG-tf2仓库

0.环境配置

conda环境配置

  • python==3.7
  • tensorflow-gpu==2.5.0
  • tensorflow_tensorflow_probability==1.14.0
  • gym==0.10.0

多智能体强化学习仿真环境配置

在上述建立的conda环境中,到仿真环境github地址下载代码到工程文件夹中,cd multiagent-particle-envs使用pip install -e .安装multiagent-particle-envs

1.MADDPG算法

运行train_maddpg.py

如果需要修改参数,修改base\args_config.py文件的parse_args_maddpg函数的里面定义的参数。

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