584 search results - page 1 / 117 » Reinforcement Learning Task Clustering |
ICMLA
2003
14 years 7 days 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...
CLUSTER
2008
IEEE
14 years 5 months ago
2008
IEEE
GECCO
2008
Springer
13 years 12 months ago
2008
Springer
This paper merges hierarchical reinforcement learning (HRL) with ant colony optimization (ACO) to produce a HRL ACO algorithm capable of generating solutions for large domains. Th...
SCAI
2008
14 years 9 days ago
2008
Abstract. A reinforcement architecture is introduced that consists of three complementary learning systems with different generalization abilities. The ACTOR learns state-action as...
NECO
2002
13 years 10 months ago
2002
We propose a modular reinforcement learning architecture for non-linear, nonstationary control tasks, which we call multiple model-based reinforcement learning (MMRL). The basic i...