Graphical Models for Game Theory
Michael J. KearnsMichael L. LittmanSatinder P. SinghPublished in: CoRR (2013)
Keyphrases
- graphical models
- game theory
- belief propagation
- game theoretic
- random variables
- probabilistic model
- cooperative
- probabilistic inference
- resource allocation
- nash equilibrium
- structure learning
- probabilistic graphical models
- approximate inference
- conditional random fields
- bayesian networks
- statistical physics
- multi agent systems
- markov networks
- belief networks
- exact inference
- exponential family
- map inference
- decision theory
- influence diagrams
- loopy belief propagation
- computational complexity
- conditional independence
- message passing
- conditional probabilities
- relational data
- search algorithm
- multi agent