Using Conditional Independence for Belief Revision.
Matthew James LynnJames P. DelgrandePavlos PeppasPublished in: AAAI (2022)
Keyphrases
- conditional independence
- belief revision
- bayesian networks
- random variables
- belief change
- graphical models
- default reasoning
- propositional logic
- probability distribution
- nonmonotonic reasoning
- structure learning
- directed acyclic graph
- possibility theory
- causal models
- knowledge base
- logical properties
- conditional logic
- cost based abduction
- minimal change
- belief update
- plausible reasoning
- probability theory
- axiomatic characterization
- belief state
- possibilistic logic
- causal networks
- probabilistic model
- probabilistic reasoning
- epistemic states
- update operators
- belief merging