A learning-based approach to stochastic optimal control under reach-avoid constraint

Tingting Ni, Maryam Kamgarpour

We develop a model-free approach to optimally control stochastic, Markovian systems subject to a reach-avoid constraint. Specifically, the state trajectory must remain within a saf…