FairTest: Search-Based Fairness Testing for Multi-Agent Reinforcement Learning Systems

Xiaotong Wang, Xuan Xie

Multi-agent Reinforcement Learning (MARL) trains a team of agents that share one environment and learn their policies together. Training maximizes the team return, and a high retur…