Optimal coalition structures for probabilistically monotone partition function games.
Shaheen FatimaMichael J. WooldridgePublished in: Auton. Agents Multi Agent Syst. (2022)
Keyphrases
- coalition structures
- partition function
- coalition structure generation
- upper bound
- coalition formation
- coalitional games
- markov random field
- social welfare
- closed form
- solution concepts
- random fields
- approximate inference
- importance sampling
- belief propagation
- probability density function
- structured prediction
- upper and lower bounds
- lower bound
- maximum likelihood estimation
- bayesian framework
- cooperative games
- parameter estimation
- multi agent
- search space
- autonomous agents
- rational agents
- higher order
- utility function
- resource allocation
- multiagent systems
- markov networks
- loopy belief propagation
- least squares
- probability distribution
- exhaustive search