Competition 1v1 running

Environment

check details in Jidi Competition RLChina2021智能体竞赛

做出的修改:

奖励重塑:修改了环境,重新设置了奖励的分配,使得奖励组成不只有零和博弈,还有探索环境的奖励。

算法微调:修改了官方PPO算法的actor loss部分,增加了对actor分布熵的约束,未来计划加入RND、ICM等辅助部件。


Dependency

conda create -n olympics python=3.8.5

conda activate olympics

pip install -r requirements.txt


Run a game

python olympics/main.py


Train a baseline agent

python rl_trainer/main.py

By default parameters, the total reward of training is shown below.

GitHub

View Github