340 search results - page 20 / 68 » Kernelized value function approximation for reinforcement le... |
114
click to vote
ADCM
2006
15 years 2 months ago
2006
This paper investigates the approximation of multivariate functions from data via linear combinations of translates of a positive definite kernel from a reproducing kernel Hilbert...
154
click to vote
WSC
2007
15 years 4 months ago
2007
Adaptive Time Warp protocols in the literature are usually based on a pre-defined analytic model of the system, expressed as a closed form function that maps system state to cont...
131
click to vote
ICRA
2009
IEEE
15 years 9 months ago
2009
IEEE
— In this paper, we present a novel approach to controlling a robotic system online from scratch based on the reinforcement learning principle. In contrast to other approaches, o...
130
click to vote
ICML
1999
IEEE
16 years 3 months ago
1999
IEEE
Many interesting problems, such as power grids, network switches, and tra c ow, that are candidates for solving with reinforcement learningRL, alsohave properties that make distri...
103
click to vote
ECML
2007
Springer
15 years 8 months 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...