Exploration in relational domains for model-based reinforcement learning.
Tobias LangMarc ToussaintKristian KerstingPublished in: J. Mach. Learn. Res. (2012)
Keyphrases
- model based reinforcement learning
- relational domains
- markov decision processes
- relational data
- multi relational
- concept learning
- inductive logic programming
- reinforcement learning
- markov logic
- transfer learning
- statistical relational learning
- graphical models
- rule learning
- relational structures
- representing knowledge
- structured data
- information extraction
- bayesian networks
- first order logic
- background knowledge
- markov networks
- optimal policy
- dynamic programming