Permutation Robustness Is Not Enough: Action Collapse in Multi-Agent Transformer Policies

Amit Thakur, Mukesh Singhal

Transformer policies are attractive for multi-agent robot learning because self-attention can model interactions among agents. However, multi-agent teams are unordered, while trans…