Junction Tree Factored Particle Inference Algorithm for Multi-Agent Dynamic Influence Diagrams.
Hongliang YaoJian ChangCaizi JiangHao WangPublished in: FAW (2009)
Keyphrases
- junction tree
- influence diagrams
- bayesian networks
- probabilistic inference
- belief networks
- np hard
- message passing
- graphical models
- learning algorithm
- exact inference
- decision problems
- sensitivity analysis
- search space
- optimal solution
- multi agent
- dynamic programming
- incomplete data
- variational methods
- independence relations
- probabilistic graphical models
- approximate inference
- em algorithm
- expectation maximization
- probabilistic model
- decision making