qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization.
Raul AstudilloZhiyuan (Jerry) LinEytan BakshyPeter I. FrazierPublished in: CoRR (2023)
Keyphrases
- decision theoretic
- decision theory
- expected utility
- planning under uncertainty
- plan recognition
- optimization method
- optimization problems
- optimization algorithm
- global optimization
- preference relations
- bayesian inference
- dec pomdps
- efficient optimization
- goal state
- decision making
- optimization methods
- differential evolution
- evolutionary algorithm
- bayesian networks