Fair Cooperation in Mixed-Motive Games via Conflict-Aware Gradient Adjustment

Woojun Kim, Katia Sycara

Multi-agent reinforcement learning in mixed-motive settings presents a fundamental challenge: agents must balance individual interests with collective goals, which are neither full…