Submodel Decomposition for Solving Limited Memory Influence Diagrams (Student Abstract).
Junkyu LeePublished in: AAAI (2020)
Keyphrases
- limited memory
- influence diagrams
- decision making under uncertainty
- decision problems
- sensitivity analysis
- decision analysis
- graphical representation
- probabilistic inference
- decision making
- graphical models
- bayesian networks
- quasi newton method
- memory space
- sliding window
- belief networks
- reinforcement learning
- past observations
- belief propagation
- optimal policy
- special case
- learning algorithm