Nonreversible gauge fields are introduced for Fokker-Planck dynamics, mapped to supersymmetric Hamiltonians via similarity transformations, and optimized via finite-time actor-critic learning on Gaussian and double-well examples.
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Nonreversible Gauge Fields in Fokker--Planck Dynamics: Supersymmetric Hamiltonians and Learned Finite Forces
Nonreversible gauge fields are introduced for Fokker-Planck dynamics, mapped to supersymmetric Hamiltonians via similarity transformations, and optimized via finite-time actor-critic learning on Gaussian and double-well examples.