Model-based Dynamic Shielding for Safe and Efficient Multi-Agent Reinforcement Learning

Wenli Xiao, Yiwei Lyu, John Dolan

Multi-Agent Reinforcement Learning (MARL) discovers policies that maximize reward but do not have safety guarantees during the learning and deployment phases. Although shielding wi…