Solving Mixed Influence Diagrams by Reinforcement Learning.
Steven D. PrestwichPublished in: LOD (2) (2023)
Keyphrases
- influence diagrams
- sequential decision making
- reinforcement learning
- decision making under uncertainty
- decision problems
- sensitivity analysis
- decision analysis
- sequential decision problems
- probabilistic inference
- limited memory
- temporal abstractions
- decision making
- bayesian networks
- graphical representation
- optimal policy
- decision models
- graphical models
- expected utility
- state space
- neural network
- belief networks
- machine learning
- diagnostic reasoning
- extensive form games
- bayesian decision problems
- message passing
- junction tree
- decision makers
- np hard
- computational complexity
- multi agent
- data mining