Effective Multi-Agent Deep Reinforcement Learning Control with Relative Entropy Regularization

1 code implementation • 26 Sep 2023 • Chenyang Miao, Yunduan Cui, Huiyun Li, Xinyu Wu

It alleviates the inconsistency of multiple agents' policy updates by introducing the relative entropy regularization to the Centralized Training with Decentralized Execution (CTDE) framework with the Actor-Critic (AC) structure.

Multi-agent Reinforcement Learning reinforcement-learning