Explaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration.
Julian RodemannFederico CroppiPhilipp ArensYusuf SaleJulia HerbingerBernd BischlEyke HüllermeierThomas AugustinConor J. WalshGiuseppe CasalicchioPublished in: CoRR (2024)
Keyphrases
- artificial intelligence
- optimization problems
- optimization algorithm
- machine learning
- human intelligence
- knowledge based systems
- information sharing
- human level
- optimization process
- bayesian inference
- posterior probability
- bayesian learning
- decision theory
- constrained optimization
- case based reasoning
- knowledge representation
- expert systems
- optimization method
- game theory
- intelligent systems
- machine intelligence
- cognitive psychology
- bayesian networks
- efficient optimization
- turn taking
- human agent
- artificially intelligent