Optimal Coalition Structures for Probabilistically Monotone Partition Function Games.
Shaheen FatimaMichael J. WooldridgePublished in: AAMAS (2023)
Keyphrases
- coalition structures
- partition function
- coalition structure generation
- upper bound
- coalition formation
- markov random field
- coalitional games
- social welfare
- closed form
- random fields
- probability density function
- belief propagation
- approximate inference
- solution concepts
- importance sampling
- upper and lower bounds
- cooperative games
- lower bound
- special case
- parameter estimation
- structured prediction
- bayesian framework
- graphical models
- maximum likelihood estimation
- non stationary
- multiagent systems
- exhaustive search
- maximum likelihood
- higher order
- least squares
- optimal solution
- weighted voting games
- bayesian networks
- loopy belief propagation
- sample complexity
- structure learning
- dynamic programming
- search space
- multi agent systems
- reinforcement learning