Exploiting the Full Power of Pearl's Causality in Probabilistic Logic Programming.
Kilian RückschloßFelix WeitkämperPublished in: ICLP Workshops (2022)
Keyphrases
- logic programming
- logic programs
- probabilistic reasoning
- causal models
- probabilistic knowledge
- nonmonotonic reasoning
- programming language
- knowledge representation
- causal relationships
- computational logic
- bayesian networks
- logic programming language
- deductive databases
- answer set programming
- knowledge base
- probabilistic model
- answer sets
- inductive logic programming
- reasoning about actions
- stable models
- classical logic
- probabilistic logic
- procedural semantics
- default logic
- constraint logic programming
- probabilistic logic programs
- propositional logic
- belief change
- general purpose
- belief revision
- conditional independence
- propositional variables