qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization.
Raul AstudilloZhiyuan (Jerry) LinEytan BakshyPeter I. FrazierPublished in: AISTATS (2023)
Keyphrases
- decision theoretic
- decision theory
- expected utility
- optimization algorithm
- optimization problems
- planning under uncertainty
- bayesian networks
- global optimization
- plan recognition
- preference relations
- decision models
- objective function
- goal state
- optimization method
- bayesian learning
- optimization methods
- efficient optimization