Parameter Estimation in Softmax Decision-Making Models With Linear Objective Functions.
Paul ReverdyNaomi Ehrich LeonardPublished in: IEEE Trans Autom. Sci. Eng. (2016)
Keyphrases
- parameter estimation
- statistical models
- model selection
- decision making
- maximum likelihood
- random fields
- least squares
- markov random field
- model fitting
- objective function
- em algorithm
- expectation maximization
- estimation problems
- parameter values
- parameters estimation
- maximum likelihood estimation
- probabilistic model
- linear model
- parameter estimation algorithm
- parameter estimates
- markov chain monte carlo
- structure learning
- statistical model
- approximate inference
- posterior distribution
- shape model
- data mining