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ATAL
2005
Springer
14 years 1 months ago
Behavior transfer for value-function-based reinforcement learning
Temporal difference (TD) learning methods [22] have become popular reinforcement learning techniques in recent years. TD methods have had some experimental successes and have been...
Matthew E. Taylor, Peter Stone
CEEMAS
2005
Springer
14 years 1 months ago
Architecture-Centric Development of an AGV Transportation System
Architectural design plays a key role in software engineering. The software architecture is the backbone of the designed solution, it has the functional requirements of the system ...
Danny Weyns, Kurt Schelfthout, Tom Holvoet
IDEAL
2005
Springer
14 years 1 months ago
Differential Priors for Elastic Nets
The elastic net and related algorithms, such as generative topographic mapping, are key methods for discretized dimension-reduction problems. At their heart are priors that specify...
Miguel Á. Carreira-Perpiñán, ...
IDEAL
2005
Springer
14 years 1 months ago
A Comparative Study of Two Novel Predictor Set Scoring Methods
Due to the large number of genes measured in a typical microarray dataset, feature selection plays an essential role in tumor classification. In turn, relevance and redundancy are ...
Chia Huey Ooi, Madhu Chetty
CORR
2010
Springer
139views Education» more  CORR 2010»
13 years 7 months ago
Algorithmic Solutions for Several Offline Constrained Resource Processing and Data Transfer Multicriteria Optimization Problems
In this paper we present novel algorithmic solutions for several resource processing and data transfer multicriteria optimization problems. The results of most of the presented tec...
Mugurel Ionut Andreica, Nicolae Tapus