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.