Graphical models for online solutions to interactive POMDPs.
Prashant DoshiYifeng ZengQiongyu ChenPublished in: AAMAS (2007)
Keyphrases
- graphical models
- belief propagation
- probabilistic model
- random variables
- probabilistic inference
- bayesian networks
- probabilistic graphical models
- approximate inference
- conditional random fields
- map inference
- reinforcement learning
- belief networks
- exact inference
- conditional independence
- graph structure
- markov networks
- structure learning
- structural learning
- gaussian graphical models
- message passing
- feasible solution
- latent variables
- statistical inference
- markov decision processes
- factor graphs
- generative model
- state space
- dynamic programming