Policy Regularization via Noisy Advantage Values for Cooperative Multi-agent Actor-Critic methods

Jian Hu, Siyue Hu, Shih-wei Liao

Recent works have applied the Proximal Policy Optimization (PPO) to the multi-agent cooperative tasks, such as Independent PPO (IPPO); and vanilla Multi-agent PPO (MAPPO) which has…