Coalition Structure Generation Utilizing Graphical Representation of Partition Function Games.
Kazuki NomotoYuko SakuraiMakoto YokooPublished in: AAAI (2017)
Keyphrases
- graphical representation
- coalition structure generation
- partition function
- coalition structures
- planar graphs
- markov random field
- upper bound
- approximate inference
- closed form
- belief propagation
- random fields
- belief networks
- importance sampling
- coalitional games
- structured prediction
- graphical models
- probability density function
- coalition formation
- upper and lower bounds
- maximum likelihood estimation
- bayesian framework
- bayesian networks
- parameter estimation
- lower bound
- social welfare
- influence diagrams
- worst case
- structure learning
- higher order
- message passing
- special case
- markov networks
- probabilistic model
- dynamic programming
- pairwise
- decision making
- maximum entropy
- multiagent systems