Experience Augmentation: Boosting and Accelerating Off-Policy Multi-Agent Reinforcement Learning

Zhenhui Ye, Yining Chen, Guanghua Song +2

Exploration of the high-dimensional state action space is one of the biggest challenges in Reinforcement Learning (RL), especially in multi-agent domain. We present a novel techniq…