81 search results - page 8 / 17 » Dynamic abstraction in reinforcement learning via clustering |
106
Voted
JCP
2007
14 years 9 months ago
2007
Abstract— We describe a general method to transform a non-Markovian sequential decision problem into a supervised learning problem using a K-bestpaths algorithm. We consider an a...
AROBOTS
1999
14 years 9 months ago
1999
Abstract. Classical conditioning is a basic learning mechanism in animals and can be found in almost all organisms. If we want to construct robots with abilities matching those of ...
AR
2002
14 years 9 months ago
2002
Abstract--A prominent emerging theory of sensorimotor development in biological systems proposes that control knowledge is encoded in the dynamics of physical interaction with the ...
JSSPP
2007
Springer
15 years 3 months ago
2007
Springer
Heterogeneous clusters and grid infrastructures are becoming increasingly popular. In these computing infrastructures, machines have different resources, including memory sizes, d...
ICMLA
2010
14 years 7 months ago
2010
Abstract--We study how to effectively integrate reinforcement learning (RL) and programming languages via adaptation-based programming, where programs can include non-deterministic...