Situated Structure Learning of a Bayesian Logic Network for Commonsense Reasoning.
Haley GarrisonSonia ChernovaPublished in: CoRR (2016)
Keyphrases
- commonsense reasoning
- structure learning
- bayesian networks
- network structure
- incomplete information
- event calculus
- nonmonotonic reasoning
- classical logic
- knowledge representation
- graphical models
- formal theory
- autoepistemic logic
- conditional independence
- parameter estimation
- modal logic
- logic programming
- transfer learning
- expert systems
- maximum likelihood
- missing information
- default logic
- temporal reasoning
- belief revision
- logic programs
- sample size