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

Ajith Anil Meera, Wouter Kouw

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 underlyin…