Graphical Models for Online Solutions to Interactive POMDPs.
Prashant DoshiYifeng ZengQiongyu ChenPublished in: AAAI Spring Symposium: Game Theoretic and Decision Theoretic Agents (2007)
Keyphrases
- graphical models
- probabilistic model
- belief propagation
- probabilistic graphical models
- probabilistic inference
- random variables
- approximate inference
- bayesian networks
- markov networks
- conditional random fields
- structure learning
- conditional independence
- map inference
- statistical inference
- reinforcement learning
- belief networks
- markov decision processes
- exact inference
- factor graphs
- optimal solution
- gaussian graphical models
- graph structure
- feasible solution
- upper bound
- pairwise
- exponential family
- statistical relational learning