- Computational Learning Theory
A research field devoted to studying the design and analysis of algorithms for making predictions about the future based on past experiences. The emphasis in COLT is on rigorous mathematical analysis. COLT is largely concerned with computational and data efficiency.
http://www.learningtheory.org/
(Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0)
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- Kernel machines
A central information source for the area of Support Vector Machines, Gaussian Process prediction, Mathematical Programming with Kernels, Regularization Networks, Reproducing Kernel Hilbert Spaces, and related methods. Provides links to papers, upcoming events, datasets, code.
http://www.kernel-machines.org/
(Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0)
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- Machine Learning in Games
How computers can learn to get better at playing games. This site is for artificial intelligence researchers and intrepid game programmers. I describe game programs and their workings; they rely on heuristic search algorithms, neural networks, genetic algorithms, temporal differences, and other methods.
http://satirist.org/learn-game/
(Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0)
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