Utility distribution matters: enabling fast belief propagation for multi-agent optimization with dense local utility function.
Yanchen DengBo AnPublished in: Auton. Agents Multi Agent Syst. (2021)
Keyphrases
- utility function
- belief propagation
- utility elicitation
- graphical models
- multi agent
- probability distribution
- message passing
- markov random field
- graph cuts
- decision makers
- random variables
- stereo matching
- multi attribute
- expected utility
- approximate inference
- decision problems
- decision theory
- loopy belief propagation
- pairwise
- stereo correspondence
- risk averse
- risk aversion
- energy function
- fixed point
- optimization problems
- multi agent systems
- probabilistic inference
- bayesian networks
- free energy
- probabilistic model
- high quality
- reinforcement learning
- multi view