cs.LG, cs.RO, cs.SY, eess.SY

Curvature-aware Expected Free Energy as an Acquisition Function for Bayesian Optimization

arXiv:2603.26339v1 Announce Type: cross
Abstract: We propose an Expected Free Energy-based acquisition function for Bayesian optimization to solve the joint learning and optimization problem, i.e., optimize and learn the underlying function simultaneo…