Autonomous transfer for reinforcement learning.
Matthew E. TaylorGregory KuhlmannPeter StonePublished in: AAMAS (1) (2008)
Keyphrases
- reinforcement learning
- autonomous learning
- transfer learning
- cooperative
- model free
- knowledge transfer
- learning capabilities
- function approximation
- temporal difference
- cross domain
- autonomous mental development
- learning tasks
- state space
- markov decision processes
- previously learned
- control problems
- robotic control
- learning algorithm
- land vehicle
- semi autonomous
- case study
- temporal difference learning
- learning agents
- autonomous systems
- autonomous navigation
- active learning
- reinforcement learning algorithms
- dynamic programming
- learning classifier systems
- real time
- collaborative filtering
- optimal policy
- learning problems