Curvature-Aware Expected Free Energy as an Acquisition Function for Bayesian Optimization
This work introduces a curvature-aware update law for Expected Free Energy and demonstrates it on a system identification problem in a Van der Pol oscillator and proves that Expected Free Energy has unbiased convergence guarantees for concave functions.
A. Meera, Wouter M. Kouw
· IEEE Control Systems Letters · 1 citation