The Event Calculus in Probabilistic Logic Programming with Annotated Disjunctions.
Kevin McAreaveyKim BautersWeiru LiuJun HongPublished in: AAMAS (2017)
Keyphrases
- logic programming
- event calculus
- reasoning tasks
- deductive databases
- logic programs
- probabilistic reasoning
- answer set programming
- stable models
- knowledge representation
- programming language
- knowledge base
- nonmonotonic reasoning
- probabilistic logic programs
- temporal reasoning
- fixpoint
- situation calculus
- answer sets
- default logic
- probabilistic model
- bayesian networks
- classical logic
- inductive logic programming
- model theoretic
- reasoning about actions
- partially ordered
- domain knowledge
- domain specific knowledge
- artificial intelligence
- expert systems
- software engineering
- description logics
- integrity constraints