Fitted Q-Learning for Relational Domains.
Srijita DasSriraam NatarajanKaushik RoyRonald ParrKristian KerstingPublished in: CoRR (2020)
Keyphrases
- relational domains
- relational data
- multi relational
- reinforcement learning
- concept learning
- transfer learning
- inductive logic programming
- markov logic
- statistical relational learning
- graphical models
- learning algorithm
- relational structures
- first order logic
- state space
- markov logic networks
- rule learning
- representing knowledge
- relational models
- optimal policy
- learning tasks
- relational databases
- machine learning
- probabilistic graphical models
- structured data
- database systems
- probabilistic reasoning
- relational learning
- database
- pattern mining
- logic programming
- information extraction
- active learning