Relative Entropy-Bounded Ambiguous Chance Constraints for Robust Planning in Nonlinear Systems

Trevor N. Wolf, Jay W. McMahon

We consider defining risk probability in stochastic control problems under distribution ambiguity. Current approaches for chance-constrained control typically assume that the true…