Directory > Artificial Intelligence > Machine Learning
Sub-categories: Case-Based Reasoning | Companies | Conferences | Datasets | Educational Resources | Mailing Lists | Publications | Research Groups | Software

Machine learning for user modeling
Resources for researchers and practitioners interested in the use of learning techniques in intelligent, user-adaptive systems.
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.
Machine Learning Network Online Information Service
The MLnet OiS offers software, datasets, information about events, research groups, persons and other interesting stuff related to machine learning, knowledge discovery, case-based reasoning, knowledge acquisition, and data mining.
Mixture Modelling page
Mixture modelling, Clustering, Intrinsic classification, Unsupervised learning and Mixture modeling. Links and bibliography.
Pattern Recognition Information
A hub for Pattern Recognition linking to journals, books, bibliographies, jobs, conferences and news.
Pattern Recognition on The Web
Links to various pattern recognition and machine learning resources
Programming by Example
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.
Proto-Mind Machines
Artificial Neural Network-based natural language conversational agent and intelligent dialogue generator
Reasoning about Computational Resource Allocation
An introduction to "anytime" algorithms. Published in Crossroads, the student magazine of the ACM.
Reinforcement Learning Repository
A centralized resource for researchers of reinforcement learning. Maintained at University of Massachusetts, Amherst.

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