161 search results - page 3 / 33 » Autonomous transfer for reinforcement learning |
ECML
2007
Springer
14 years 12 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
ILP
2007
Springer
14 years 11 days ago
2007
Springer
In reinforcement learning problems, an agent has the task of learning a good or optimal strategy from interaction with his environment. At the start of the learning task, the agent...
ICMLA
2003
13 years 7 months ago
2003
This work represents the first step towards a task library system in the reinforcement learning domain. Task libraries could be useful in speeding up the learning of new tasks th...
ATAL
2008
Springer
13 years 8 months ago
2008
Springer
The aim of transfer learning is to accelerate learning in related domains. In reinforcement learning, many different features such as a value function and a policy can be transfer...