Approximate Relative Entropy Constraints for Nonlinear Covariance Steering Under Distribution Ambiguity

Trevor N. Wolf, Jay W. McMahon

Covariance steering provides an efficient framework for designing linear stochastic feedback policies, but its extension to nonlinear systems relies on a Gaussian surrogate obtaine…