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Provably Optimal Learning Algorithms for Assistance Games

arXiv cs.LG · 2026-07-10 Cached

This paper introduces an online variant of assistance games and provides the first provably efficient learning algorithms for both the human and assistant agents, achieving near-optimal regret bounds.

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