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Zhi-Ping Chen

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Open access Aug 2026

A Bayesian composite risk approach for stochastic optimal control and Markov decision processes

The new modeling paradigm subsumes several classical SOC/MDP formulations, including risk-averse and distributionally robust SOC/MDPs as well as partially observed and Bayes-adaptive MDPs, and generates so-called preference robust SOC/MDP models.

Wen-Tao Ma, Zhi-Ping Chen, Huifu Xu · Mathematical programming · 1 citation