Algorithm selection by rational metareasoning as a model of human strategy selection.
Falk LiederDillon PlunkettJessica B. HamrickStuart J. RussellNicholas HayThomas L. GriffithsPublished in: NIPS (2014)
Keyphrases
- selection algorithm
- probabilistic model
- selection criterion
- mathematical model
- selection strategy
- objective function
- recognition algorithm
- learning algorithm
- selection mechanism
- estimation algorithm
- computational complexity
- k means
- final result
- bayesian framework
- algorithm has been developed
- cost function
- worst case
- kalman filter
- similarity measure
- algorithm employs
- np hard
- theoretical analysis
- energy function
- computational model
- parameter estimation
- preprocessing
- expectation maximization
- em algorithm
- classification algorithm
- closed form
- optimization method
- prior information
- linear programming
- search strategy
- selection scheme
- computational cost
- model free
- dynamic programming
- optimization algorithm
- linear model
- segmentation algorithm
- model selection
- input data
- state space
- multi objective
- image sequences