69 search results - page 2 / 14 » Cross-domain transfer for reinforcement learning |
ATAL
2007
Springer
14 years 14 days ago
2007
Springer
Transfer learning problems are typically framed as leveraging knowledge learned on a source task to improve learning on a related, but different, target task. Current transfer met...
KCAP
2005
ACM
13 years 12 months ago
2005
ACM
We present a framework for knowledge transfer from one reinforcement learning task to a related task through advicetaking mechanisms. We discuss the importance of transfer in comp...
ICML
2007
IEEE
14 years 7 months ago
2007
IEEE
A typical goal for transfer learning algorithms is to utilize knowledge gained in a source task to learn a target task faster. Recently introduced transfer methods in reinforcemen...
ECML
2007
Springer
14 years 13 days ago
2007
Springer
In this paper we investigate the relation between transfer learning in reinforcement learning with function approximation and supervised learning with concept drift. We present a n...
ML
2008
ACM
13 years 6 months ago
2008
ACM
