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Reinforcement Learning Repository

http://www-anw.cs.umass.edu/rlr/

A centralized resource for researchers of reinforcement learning. Maintained at University of Massachusetts, Amherst.

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Proto-Mind Machines

http://www.proto-mind.com/

Artificial Neural Network-based natural language conversational agent and intelligent dialogue generator

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Programming by Example

http://web.media.mit.edu/~lieber/PBE/index.html

Programming by example (or by demonstration) is a technique for teaching the computer new behavior by demonstrating actions on concrete examples. The system records user actions and generalizes a program that can be used in new examples.

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Pattern Recognition on The Web

http://cgm.cs.mcgill.ca/~godfried/teaching/pr-web.html

Links to various pattern recognition and machine learning resources

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Pattern Recognition Information

http://www.ph.tn.tudelft.nl/PRInfo/index.html

A hub for Pattern Recognition linking to journals, books, bibliographies, jobs, conferences and news.

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Machine Learning in Games

http://satirist.org/learn-game/

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.

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Machine learning for user modeling

http://athos.rutgers.edu/ml4um/

Resources for researchers and practitioners interested in the use of learning techniques in intelligent, user-adaptive systems.

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Kernel machines

http://www.kernel-machines.org/

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.

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k-means clustering tutorial

http://people.revoledu.com/kardi/tutorial/kMean/index.html

Introduction to k-means clustering, a popular data mining and unsupervised learning algorithm. Free code, software, resources and examples are available for download.

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Integrated Optimization - Artificial Intelligence

http://www.miislita.com/

Site dedicated to research of artificial intelligence algorithms applied to information retrieval, data mining and optimization methods. Includes FAQs and AI resources for math/science teachers and students.

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Grammatical Inference

http://www.cs.iastate.edu/~honavar/gi/gi.html

Repository of information on grammatical inference, automata induction, and language acquisition.

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Gowachin

http://www.irisa.fr/Gowachin/

A competition on Grammatical Inference.

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Computational Learning Theory

http://www.learningtheory.org/

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.

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