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Kinetic theory of decentralized learning for smart active matter

cond-mat.stat-mech · 2025-01-07 · conditional · novelty 6.0

A kinetic theory framework derives closed hydrodynamic equations for policy mean and diversity under decentralized learning, with an uncertainty relation between learning speed and policy fluctuations.

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  • Kinetic theory of decentralized learning for smart active matter cond-mat.stat-mech · 2025-01-07 · conditional · none · ref 8

    A kinetic theory framework derives closed hydrodynamic equations for policy mean and diversity under decentralized learning, with an uncertainty relation between learning speed and policy fluctuations.