Generating Local Shields for Decentralised Partially Observable Markov Decision Processes

Haoran Yang, Nobuko Yoshida

Multi-agent systems under partial observation often struggle to maintain safety because each agent's locally chosen action does not, in general, determine the resulting joint actio…