Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach.
Syrine BelakariaRishit ShethJanardhan Rao DoppaNicolò FusiPublished in: CoRR (2022)
Keyphrases
- planning problems
- iterative optimization
- optimization problems
- learning environment
- e learning
- efficient optimization
- optimization algorithm
- optimization process
- global optimization
- data driven
- learning systems
- heuristic search
- learning experience
- learning process
- structured data
- optimization method
- bayesian networks
- learning activities
- learning strategies
- collaborative learning
- multi objective
- language learning
- ai planning
- social interaction
- monte carlo sampling
- planning systems
- concept mapping
- bayesian learning
- open ended questions
- motion planning
- learning processes
- combinatorial optimization
- domain independent
- real world
- learning styles
- particle swarm optimization
- learning algorithm