Join Graph Decomposition Bounds for Influence Diagrams.
Junkyu LeeAlexander T. IhlerRina DechterPublished in: UAI (2018)
Keyphrases
- influence diagrams
- graphical representation
- decision problems
- sensitivity analysis
- probabilistic inference
- decision analysis
- decision making
- decision making under uncertainty
- decision models
- limited memory
- graphical models
- bayesian networks
- directed graph
- belief networks
- random walk
- junction tree
- diagnostic reasoning
- expected utility
- extensive form games
- upper bound
- real world
- optimal policy
- join algorithms
- learning algorithm
- machine learning
- sort merge
- bayesian decision problems
- neural network