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Neural Co-state Policies: Structuring Hidden States in Recurrent Reinforcement Learning

arXiv cs.LG · 2026-05-08 Cached

This paper introduces Neural Co-state Policies, establishing a formal link between recurrent reinforcement learning hidden states and the Pontryagin minimum principle to improve interpretability and robustness.

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