List good articles, books, conferences, forums, blogs, implementations and all sort of online and offline material which AI interested might enjoy.
Conferences
AAAI '07 - Association of the Advancement of Artificial Intelligence
IJCAI '07 - International Joint Conference on Artificial Intelligence
UAI '07 - on Uncertainty in Artificial Intelligence
ICML '07 - International Conference on Machine Learning
KDD '07 - Knowledge Discovery and Data mining
COLT '07 - Conference On Learning Theory
Artificial Intelligence and Interactive Digital Entertainment
Link collections and introductions
Google AI Links
AAAI AI topics
Communities
AI depot
GameDev
DevMaster.net
E-books
FreeBookCentre.net
Mitchell, Machine Learning
David Barber, Machine Learning, a Probabilistic Approach
David McKay, Information Theory, Inference, and Learning Algorithms
Richard S. Sutton and Andrew G. Barto, Reinforcement Learning: An introduction
Nils Nilsson, Introduction to Machine Learning
Mikel L. Forcada, Neural networks, automata, and formal models of computation
StatSoft, Inc. (1997). Electronic Statistics Textbook. Tulsa, OK
StatSoft - Neural nets
MachineLearning (ML)
Hunch blog
Yaroslav's Machine Learning Blog
Artificial Life (A-Life)
http://www.aaai.org/AITopics/html/alife.html
Thesis: Controlling an Animat with Pandemonium
http://www.alife.org/
http://www.cogs.susx.ac.uk/users/ezequiel/alife-page/alife.html
http://www.cs.brandeis.edu/~zippy/alife-library.html
http://www.faqs.org/faqs/ai-faq/alife/
Evolutionary algorithms (Genetic Algorithms (GA), Genetic Programming (GP))
Genetic Programing
Game AI
Game AI Programming at AiGameDev.com
GameDev.net AI Forum
gameai.com
[Artificial] Neural Net[work]s (ANNs/NNs)
Recurrent neural nets
Mathematical introduction to neural nets
Blue Gene, huge evolving neural net
Blue Brain, ditto
Recommendable or random articles
Efficient Reinforcement Learning through Symbiotic Evolution
Metareasoning
On Intelligence
How AI Would Work
Optimal Ordered Problem Solver
The New AI: General & Sound & Relevant for Physics
What's an AI Toolkit For?
Decision-Theoretic Planning with non-Markovian Rewards
Cornell University Library, cs.ai
Previous discussion night articles
GP/Chess
Autodidact (Undergraduate Student Paper)
Amusing
XKCD - Pong
Assorted
http://www-formal.stanford.edu/jmc/
http://www.dam.brown.edu/people/geman/Papers/neural%20networks.pdf
Neural net driving a car, project ALVINN: http://www.ri.cmu.edu/pub_files/pub2/pomerleau_dean_1995_1/pomerleau_dean_1995_1.pdf
http://www-cs.stanford.edu/groups/nips05-AI-Workshop/schedule
http://www.lalena.com/AI
http://www.neuron.co.uk/
http://www.red3d.com/cwr/
http://www.ai.mit.edu/
http://mind.sourceforge.net/Mind.html
AI-junkie (front page seems to be down, google for site: ..)
Multiple Imputation
