Science is like sex: sometimes something useful comes out, but that is not the reason we are doing it. —
Richard Feynman
Machine Learning | Research | People | Programming | Technology
Wolf's Bookmarks
Machine Learning
Journals
- JMLR
- Journal of Machine Learning Research Homepage
Reinforcement Learning
- RLR
- Reinforcement Learning Repository at University of Massachusetts, Amherst
Genetic Algorithms
- GACS
- Stephanie Forrest - Publications - Genetic Algorithms and Classifier Systems
Neural Networks
- SLNN
- Single-layer Neural Networks (Perceptrons)
Support Vector Machines
- Kernels
- Learning with Kernels Home Page
- CVX-Book
- Stephen Boyd's Book about SVM
Evolutionary Learning
- Rules and CSs
- Evolutionary stable learning rules and classifier systems
- Comp ECON
- Marcelo Clerici-Arias Computational Economics Links
Artificial Life
- CA
- Tutorial notes - cellular automata
Information Theory
- David Mackay
- Information Theory, Inference, and Learning Algorithms.
Machine Learning Groups
- AICML
- The Alberta Ingenuity Centre for Machine Learning
- CMUML
- Carnegie Mellon University Computer Science Machine Learning Group
Research
Research Projects
- MAGNET
- Multi-AGnet Negotiation Testbed at the University of Minnesota
- AIRVL
- Artificial Intelligence, Robotics, and Vision Laboratory at the University of Minnesota
- TAC
- Trading Agent Competition Home Page
Multi-Agent Systems
- AAMAS
- The official web site of the international conference on autonomous agents and multiagent systems
- CSCI 8551 Fall 2001
- Coursepage of CSCI 8551 -- Intelligent Agents taught by Maria Gini in Fall 2001
- Ontolingua
- Knowledge Systems Laboratory Stanford University Home Page
- The Frame Problem
- A famous artificial intelligence problem.
Search Enginees
- NEC
- ResearchIndex [NEC Research Institute; CiteSeer; Computer Science]
- Google
- An all time favorite...
Dictionaries
- LEO
- A great English/German Dictionary
- Dictionary.com
- A variety of different English Dictionaries
- Webster
- What else?
Intelligent Human Agents
- Maria Gini
- Rules all :) -- my adviser -- Intelligent Agents for Electronic Commerce and Robotics
- Donald Knuth
- Well, you-know-who...
- Peter Stone
- Machine Learning (Layered Learning), RoboCup, and TAC
- Micheal Bowling
- Multiagent learning, Game theory, Reinforcement learning, Machine learning
- Daphne Koller
- Complex domains that involve large amounts of uncertainty. Work builds on the framework of probability theory, decision theory, and game theory
- Urszula Chajewska
- Probabilistic reasoning, machine learning, data mining and decision theory. Her adviser was Daphne Koller.
- Steve Allen
- The Emotion Process, Motivational models of agent behaviour, Distributed AI and multi-agent systems.
- Andrew Ng
- Inverse Reinforcement Learning
- Alok Gupta
- Electronic Commerce, Data Communications, Information Modeling, and Decision Support Systems
- Mark Humphrys
- Non-symbolic (or sub-symbolic) Artificial Intelligence, and origins of intelligence
- Robert Axelrod
- Interdisciplinary work on the evolution of cooperation, complexity theory (especially agent-based modeling)
- Vladimir Kryzhniy
- Laplace Transform, Analytical Continuation, Regularization Method for Numerical Inversion of Laplace Transforms
Programming
Linux
- Wolf's Linux Board
- Useful Linux commands
- Online Help
- Online Linux help from the CS department at the University of Minnesota
- CVS Home
- The home of CVS: Software, documentation, and more
Patters
- Hillside
- A source for information about all aspects of software patterns and pattern languages.
Java
- Sun Java Technology
- Java Developer forum, online documentation, downloads,...
Perl
- CPAN
- Comprehensive Perl Archive Network
HTML
- HTML Tutorial
- From a beginner to advanced student.
- HTML Tags
- A comprehensive overwiev of HTML tags
Genetic Programming
- Genetic Programming Home Page
- A pool of information about genetic programming
Web Programming
- W3C
- A great toturial for all kinds of web programming languages and scripting
Technology
- CTAN
- The Comprehensive TEX Archive Network: the home of all packages, tools and documentation.
- Ghostscript
- Postscript processor (supports Windows), use it to print .ps files or convert them to .pdf.
- GSview
- Postscript viewer (supports Windows).
- MiKTEX
- The best TEX and LaTEX distro for Windows. MiKTEX "total" distro is huge and includes all packages, you may choose "large" or even "small" distro instead.
- TUG
- TEX Users Group site. Get your documentation here and visit pages of different packages (check PSTricks, yummy!).
