Neural probabilistic logic programming in DeepProbLog.
Robin ManhaeveSebastijan DumancicAngelika KimmigThomas DemeesterLuc De RaedtPublished in: Artif. Intell. (2021)
Keyphrases
- logic programming
- logic programs
- probabilistic reasoning
- probabilistic knowledge
- nonmonotonic reasoning
- deductive databases
- answer set programming
- knowledge base
- classical logic
- knowledge representation
- logic programming language
- bayesian networks
- programming language
- knowledge representation and reasoning
- answer sets
- default logic
- computational logic
- procedural semantics
- pseudo boolean constraints
- probabilistic logic programs
- constraint logic programming
- probabilistic logic
- reasoning about actions
- stable models
- inductive logic programming
- classical first order logic
- declarative semantics
- probabilistic relational
- description logics
- databases