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20232026
most citedA learning-based approach to stochastic optimal control under reach-avoid constraint

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cs.LG2023

A safe exploration approach to constrained Markov decision processes

Tingting Ni, Maryam Kamgarpour

We consider discounted infinite-horizon constrained Markov decision processes (CMDPs), where the goal is to find an optimal policy that maximizes the expected cumulative reward whi…