BOBA: Dynamic Bayesian Optimization through Bayesian Active Inference

Merlin Angel Kelly, Rishan Patel, Alexander Thomas +4

Dynamic black-box optimization presents significant challenges for Bayesian Optimization (BO), as the objective function evolves over time, causing optimal locations to shift conti…