Richard Higgins

Feedback Attribution and Representation Geometry: Metrics for Comparing Individual and Shared Rewards in MARL

Tasha Pais, Richard Higgins

Cooperative multi-agent RL systems routinely use team-averaged rewards, a feedback-attribution choice that gives each agent the team outcome regardless of its individual contribution. We ask whether this leaves a measurable signature, geometric or behavioral, on learned represent…Read more