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Stochastic Optimal Control with Side Information and Bayesian Learning

math.OC · 2026-02-25 · reject · novelty 6.0

For infinite-horizon control with unknown context-conditional noise, the Bayesian Bellman value function converges uniformly, and the scaled optimal value is asymptotically normal only if an unproved √N-equivalence assumption holds.

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  • Stochastic Optimal Control with Side Information and Bayesian Learning math.OC · 2026-02-25 · reject · none · ref 24

    For infinite-horizon control with unknown context-conditional noise, the Bayesian Bellman value function converges uniformly, and the scaled optimal value is asymptotically normal only if an unproved √N-equivalence assumption holds.