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We introduce High-Relative Degree Stochastic Control Lyapunov functions and Barrier Functions as a means to ensure asymptotic stability of the system and incorporate state dependent high relative degree safety constraints on a non-linear stochastic systems.
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I. Exarchos and E. A. Theodorou, “Stochastic optimal control via forward and backward stochastic differential equations and importance sampling,” Automatica
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