Parameter estimation in softmax decision-making models with linear objective functions.
Paul ReverdyNaomi Ehrich LeonardPublished in: CoRR (2015)
Keyphrases
- parameter estimation
- statistical models
- model selection
- maximum likelihood
- least squares
- random fields
- decision making
- markov random field
- model fitting
- objective function
- parameter estimation algorithm
- em algorithm
- approximate inference
- expectation maximization
- gibbs sampling
- estimation problems
- linear model
- maximum likelihood estimation
- parameter values
- position estimation
- closed form
- structure learning
- parameter estimates
- parameters estimation