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ECML
2004
Springer
15 years 10 months ago
Convergence and Divergence in Standard and Averaging Reinforcement Learning
Although tabular reinforcement learning (RL) methods have been proved to converge to an optimal policy, the combination of particular conventional reinforcement learning techniques...
Marco Wiering
WAC
2004
Springer
150views Communications» more  WAC 2004»
15 years 10 months ago
A Systems Architecture for Sensor Networks Based On Hardware/Software Co-design
We describe the motivation and design of a novel embedded systems architecture for large networks of small devices, tha canonical example being wireless sensor networks. The archit...
Andy Nisbet, Simon Dobson
COLING
2008
15 years 6 months ago
Automatic Generation of Parallel Treebanks
The need for syntactically annotated data for use in natural language processing has increased dramatically in recent years. This is true especially for parallel treebanks, of whi...
Ventsislav Zhechev, Andy Way
PRL
2008
133views more  PRL 2008»
15 years 5 months ago
Better multiclass classification via a margin-optimized single binary problem
We develop a new multiclass classification method that reduces the multiclass problem to a single binary classifier (SBC). Our method constructs the binary problem by embedding sm...
Ran El-Yaniv, Dmitry Pechyony, Elad Yom-Tov
PRL
2006
170views more  PRL 2006»
15 years 5 months ago
Automatic thresholding for defect detection
Automatic thresholding has been widely used in the machine vision industry for automated visual inspection of defects. A commonly used thresholding technique, the Otsu method, pro...
Hui-Fuang Ng