Relational Macros for Transfer in Reinforcement Learning.
Lisa TorreyJude W. ShavlikTrevor WalkerRichard MaclinPublished in: ILP (2007)
Keyphrases
- reinforcement learning
- transfer learning
- relational reinforcement learning
- function approximation
- relational data
- macro actions
- state space
- learning algorithm
- key features
- relational databases
- model free
- knowledge transfer
- multi agent
- statistical relational learning
- optimal policy
- temporal difference
- reinforcement learning algorithms
- supervised learning
- markov decision processes
- relational model
- data model
- learning process
- machine learning
- previously learned
- neural network
- database language
- entity relationship
- robotic control
- learning classifier systems
- learning tasks
- dynamic programming
- optimal control
- machine learning algorithms
- mobile robot
- databases
- transferring knowledge