Incorporating Relational Background Knowledge into Reinforcement Learning via Differentiable Inductive Logic Programming.
Ali PayaniFaramarz FekriPublished in: CoRR (2020)
Keyphrases
- inductive logic programming
- background knowledge
- relational reinforcement learning
- relational learning
- reinforcement learning
- statistical relational learning
- domain knowledge
- concept learning
- relational information
- logic programs
- inductive learning
- relational domains
- multi relational
- prior knowledge
- ontology learning
- rule learning
- rule learner
- representation language
- semantic information
- ilp systems
- feature generation
- knowledge base
- labeled data
- markov logic
- database
- relational data
- semi supervised learning
- knowledge discovery
- pairwise
- machine learning