Coalition Structure Generation for Partition Function Games Utilizing a Concise Graphical Representation.
Aolong ZhaKazuki NomotoSuguru UedaMiyuki KoshimuraYuko SakuraiMakoto YokooPublished in: PRIMA (2017)
Keyphrases
- graphical representation
- coalition structure generation
- partition function
- coalition structures
- planar graphs
- markov random field
- upper bound
- closed form
- approximate inference
- random fields
- structured prediction
- upper and lower bounds
- belief propagation
- coalition formation
- probability density function
- belief networks
- importance sampling
- coalitional games
- influence diagrams
- graphical models
- bayesian networks
- parameter estimation
- structure learning
- maximum likelihood estimation
- bayesian framework
- worst case
- social welfare
- probabilistic inference
- lower bound
- monte carlo
- special case
- message passing
- multi agent systems
- stereo matching
- markov chain
- maximum likelihood