Fault Tolerant Multi-Agent Learning with Adversarial Budget Constraints

David Mguni, Yaqi Sun, Haojun Chen +4

We study robustness to agent malfunctions in cooperative multi-agent reinforcement learning (MARL), a failure mode that is critical in practice yet underexplored in existing theory…