DeepProbLog: Neural Probabilistic Logic Programming.
Robin ManhaeveSebastijan DumancicAngelika KimmigThomas DemeesterLuc De RaedtPublished in: CoRR (2018)
Keyphrases
- logic programming
- logic programs
- probabilistic reasoning
- probabilistic knowledge
- deductive databases
- nonmonotonic reasoning
- answer set programming
- logic programming language
- programming language
- knowledge base
- knowledge representation and reasoning
- knowledge representation
- constraint logic programming
- classical logic
- probabilistic model
- inductive logic programming
- answer sets
- stable models
- computational logic
- default logic
- probabilistic logic programs
- defeasible argumentation
- reasoning about actions
- bayesian networks
- object oriented
- classical first order logic
- general purpose
- probabilistic logic
- default reasoning
- conditional probabilities
- machine learning
- linear logic
- autoepistemic logic
- probabilistic relational
- propositional variables