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ROTATE: Regret-driven Open-ended Training for Ad Hoc Teamwork

ROTATE reformulates ad hoc teamwork as open-ended adversarial training between an agent and teammate generator to probe collaboration deficiencies, substantially improving generalization to unseen partners.

Caroline Wang, Muhammad Arrasy Rahman, Benjamin Nativi, Johnny Liu and 3 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 11 of 20 reviewers recommend it
lenient 4/5
medium 6/10
strict 1/5