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

TL;DR

Multi-agent reinforcement learning in mixed-motive settings presents a fundamental challenge: agents must balance individual interests with collective goals, which are neither fully aligned nor strict…

Opening excerpt from the authors’ abstract. source