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

An introduction to "anytime" algorithms. Published in Crossroads, the student magazine of the ACM.

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

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.

Links to various pattern recognition and machine learning resources

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

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...

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

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

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, upcomi...