3412 search results - page 173 / 683 » Efficient Reinforcement Learning |
142
Voted
CORR
2002
Springer
15 years 3 months ago
2002
Springer
We present a generalization of conventional artificial neural networks that allows for a functional equivalence to multi-expert systems. The new model provides an architectural fr...
122
Voted
CEC
2008
IEEE
15 years 5 months ago
2008
IEEE
This article presents results from experiments where a detector for defects in visual inspection images was learned from scratch by EANT2, a method for evolutionary reinforcement l...
122
Voted
HYBRID
2005
Springer
15 years 9 months ago
2005
Springer
Abstract. Multi-modal control is a commonly used design tool for breaking up complex control tasks into sequences of simpler tasks. In this paper, we show that by viewing the contr...
156
Voted
GECCO
2006
Springer
15 years 7 months ago
2006
Springer
This paper describes our study into the concept of using rewards in a classifier system applied to the acquisition of decision-making algorithms for agents in a soccer game. Our a...
157
Voted
CORR
2010
Springer
15 years 2 months ago
2010
Springer
We propose a new approach to value function approximation which combines linear temporal difference reinforcement learning with subspace identification. In practical applications...