Neural probabilistic logic programming in discrete-continuous domains.
Lennert De SmetPedro Zuidberg Dos MartiresRobin ManhaeveGiuseppe MarraAngelika KimmigLuc De RaedtPublished in: UAI (2023)
Keyphrases
- continuous domains
- logic programming
- logic programs
- probabilistic reasoning
- probabilistic knowledge
- deductive databases
- answer set programming
- evolutionary computation
- programming language
- logic programming language
- knowledge base
- knowledge representation
- genetic algorithm
- evolution strategy
- probabilistic logic programs
- inductive logic programming
- stable models
- neural network
- answer sets
- default logic
- reinforcement learning
- probabilistic model
- generative model
- higher dimensional
- probabilistic relational
- conditional independence
- probabilistic logic
- bayesian networks
- conditional probabilities
- defeasible argumentation
- supervised classification
- probability distribution
- software engineering