On the computation of the optimal cost function for discrete time Markov models with partial observations.
Enrique L. SernikSteven I. MarcusPublished in: Ann. Oper. Res. (1991)
Keyphrases
- markov models
- cost function
- markov model
- partial observations
- maximum entropy
- higher order
- transition probabilities
- hidden markov models
- markov chain
- conditional random fields
- optimal solution
- objective function
- markov decision processes
- computer vision
- optimal control
- information extraction
- finite state
- dynamic programming