On the Subtlety of Causal Reasoning in Probabilistic Logic Programming: A Bug Report about the Causal Interpretation of Annotated Disjunctions.
Kilian RückschloßFelix WeitkämperPublished in: ICLP Workshops (2023)
Keyphrases
- causal reasoning
- logic programming
- default logic
- knowledge representation
- probabilistic reasoning
- logic programs
- probabilistic knowledge
- nonmonotonic reasoning
- causal models
- deductive databases
- logic programming language
- answer set programming
- programming language
- probabilistic logic
- computational logic
- knowledge base
- bayesian networks
- directed acyclic graph
- answer sets
- stable models
- probabilistic logic programs
- reasoning about actions
- constraint logic programming
- inductive logic programming
- nonmonotonic logics
- inference process
- high level
- machine learning
- inference rules
- graphical models
- probabilistic model
- data model
- natural language
- cooperative multi agent