Artificial Intelligence, Machine Learning, Robotics and more!
Algorithms
A*
Run-length encoding (data compression)
Misc
Springer LNCS: Information For Authors -namely the templates.
Competitions
RoboCup
RoboCup Rescue
Robots
Vision
Lectures (Video)
Introduction to Robotics@Stanford - kind of boring: focus on Kinematics, Control and other stuff
Machine Learning@Stanford -
Natural Language Processing@Stanford -
Labs
MIT AI Lab
CMU Robotics Institute
CMU Coral Research Group
UC Berkeley Center for Intelligent Systems - UC Berkeley Institute of Cognitive and Brain Sciences
Interesting Projects
ALVINN (1993-1996) - Autonomous Land Vehicle In a Neural Network - even though this is totally outdated compared to the winners of the DARPA Grand Challenge, it's an awesome example of what an be done with a simple algorithm and some ingenuity as well as a demonstration of the power of Neural Networks.
People
Simon Funk (Blog) - some good entries related to Machine Learning
Peter Norvig - Lots of stuff at his website but most are only marginally related to AI if at all related
Stuart Russel
Gary Parker
Books
Artificial Intelligence: A Modern Approach by Stuart Russell and Peter Norvig - A bit dry at times. Some important topics aren't very well covered IMO such as neural networks
News
Robotics
Robots.net - news, very focused on robotics.
