Who Bears the Burden? Learning Responsibility for Shared Constraints in Multi-Agent Reinforcement Learning.

arXiv:2610.07491v1 Announce Type: cross Abstract: When multiple agents share a cost budget, a common Lagrange multiplier can enforce the aggregate constraint but does not determine how its penalty should be allocated across agents. Uniform penalties ignore het