Violation-Aware Contextual Bayesian Optimization for Controller Performance Optimization with Unmodeled Constraints

Wenjie Xu, Colin N Jones, Bratislav Svetozarevic +2

We study the problem of performance optimization of closed-loop control systems with unmodeled dynamics. Bayesian optimization (BO) has been demonstrated to be effective for improv…