Non-parametric policy gradients: a unified treatment of propositional and relational domains.
Kristian KerstingKurt DriessensPublished in: ICML (2008)
Keyphrases
- relational domains
- relational data
- concept learning
- multi relational
- statistical relational learning
- inductive logic programming
- markov logic
- transfer learning
- graphical models
- representing knowledge
- first order logic
- relational structures
- rule learning
- optimal policy
- markov logic networks
- relational learning
- probabilistic logic
- relational models
- relational databases
- collaborative filtering
- coreference resolution
- gaussian processes
- database
- link prediction
- probability density function
- reinforcement learning
- learning algorithm