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Sian-Pu Wu

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#artificial intelligence Preprint Aug 2026

Planning as Dynamics Relaxation: Hippocampal Recurrent Network Realizes Optimal Goal-Directed Navigation

It is shown that a hippocampal network with appropriate recurrent connections can naturally achieve optimal goal-directed navigation via its relaxation dynamics, and it is proved that this field is mathematically equivalent to the desirability field of a Linearly-solvable Markov Decision Process (LMDP).

Yu-Hang He, Jun-Feng Zuo, Tian-Hao Chu et al. · 0 citations

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