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Imperfect World Models are Exploitable

arXiv cs.AI · 2026-05-18 Cached

This paper formalizes model exploitation in reinforcement learning, proving it is unavoidable in large policy sets, and establishes a theoretical bridge between reward hacking and model exploitation.

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