Toward Embedding Bayesian Optimization in the Lab: Reasoning about Resource and Actions.
Nima DolatniaAlan FernXiaoli Z. FernPublished in: AAAI Fall Symposia (2015)
Keyphrases
- optimization algorithm
- resource allocation
- bayesian networks
- optimization problems
- vector space
- posterior probability
- concurrent actions
- optimization process
- global optimization
- combinatorial optimization
- data sets
- decision theoretic
- efficient optimization
- bayesian estimation
- resource management
- bayesian learning
- action selection
- decision theory
- optimization model
- constrained optimization
- posterior distribution
- bayesian inference
- neural network