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math.OC2026

Continuous Policy and Value Iteration for Stochastic Control Problems and Its Convergence

Qi Feng, Gu Wang

The paper proposes a continuous policy‑value iteration method that uses Langevin‑type dynamics to update both the value function and the optimal control for stochastic control prob…