Expected Regret Minimization for Bayesian Optimization with Student's-t Processes.
Conor ClareGlenn I. HaweSally I. McCleanPublished in: AIPR (2020)
Keyphrases
- regret minimization
- optimization algorithm
- student learning
- tutoring system
- maximum likelihood
- intelligent tutoring systems
- linear programming
- multi objective
- student model
- science education
- learning environment
- optimization problems
- process model
- bayesian networks
- optimization method
- global optimization
- online course
- learning process
- efficient optimization