Cooperative Multi-Agent Fairness and Equivariant Policies

Niko A. Grupen, Bart Selman, Daniel D. Lee

We study fairness through the lens of cooperative multi-agent learning. Our work is motivated by empirical evidence that naive maximization of team reward yields unfair outcomes fo…