PAPER Publications / 2026

When Is Diversity Rewarded in Cooperative Multi-Agent Learning?

Michael Amir, Matteo Bettini, Amanda Prorok

ICLR 2026 · January 2026

Abstract

An investigation of when and why behavioural diversity benefits cooperative multi-agent learning, establishing conditions under which heterogeneous policies outperform homogeneous ones.

Paper

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