Graphical models for interactive POMDPs: representations and solutions.
Prashant DoshiYifeng ZengQiongyu ChenPublished in: Auton. Agents Multi Agent Syst. (2009)
Keyphrases
- graphical models
- belief propagation
- probabilistic model
- random variables
- probabilistic graphical models
- approximate inference
- probabilistic inference
- structure learning
- bayesian networks
- conditional random fields
- markov networks
- map inference
- belief networks
- conditional independence
- reinforcement learning
- optimal solution
- graph structure
- approximate solutions
- exact inference
- undirected graphical models
- loopy belief propagation
- factor graphs
- influence diagrams
- statistical inference
- linear programming
- graphical structure
- structural learning
- possibilistic networks
- gaussian graphical models