Author

Hugo Charels

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Preprint Sep 2026

Certifying cooperation: a novel approach to cooperative multi-agent task generation

This framework exposes the gap between rewarded partial completion and realized cooperation by certifying what cooperation successful completion requires and using temporal cooperation graphs to reveal what policies exhibit.

Yannick Molinghen, Hugo Charels, Tom Lenaerts · 0 citations