Generalizing Bayesian Optimization with Decision-theoretic Entropies.
Willie NeiswangerLantao YuShengjia ZhaoChenlin MengStefano ErmonPublished in: CoRR (2022)
Keyphrases
- decision theoretic
- decision theory
- expected utility
- global optimization
- plan recognition
- planning under uncertainty
- optimization process
- optimization problems
- efficient optimization
- decision models
- constrained optimization
- optimization methods
- optimization algorithm
- monte carlo sampling
- goal state
- bayesian networks
- posterior probability
- optimization method
- bayesian estimation
- utility function