Generalized Dual Decomposition for Bounding Maximum Expected Utility of Influence Diagrams with Perfect Recall.
Junkyu LeeAlexander T. IhlerRina DechterPublished in: AAAI Workshops (2018)
Keyphrases
- influence diagrams
- expected utility
- dual decomposition
- decision problems
- sensitivity analysis
- probabilistic inference
- decision making
- markov logic
- graphical models
- bayesian networks
- upper bound
- belief networks
- markov random field
- utility function
- max margin
- probabilistic graphical models
- machine learning
- expert systems
- decision theory