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  About site: http://satirist.org/learn-game/

Title: Artificial Intelligence/Machine Learning - 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 h
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Machine Learning in Games

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. I keep big list of online research papers. And there's more. Jay : game learning The January 2002 issue of Artificial Intelligence is a special issue on "Games, Computers, and Artificial Intelligence", with overview papers on many top programs. - what's new - updated 24 February - about these pages - including acknowledgements

find stuff here

find stuff in the rest of the world

- index of games mentioned on this site - index of people mentioned on this site - tutorials - get started with AI - artificial intelligence links - the best entry points - game links - about the games themselves - game AI stuff - discussions, archives, etc.

learning projects and game-playing programs

- Internet distributed learning - machine learning @ home - Metagame - a game-definition framework - Morph - an ambitious project that includes game learning - robotic soccer - with both simulated and real robots - the neural network backgammon programs - the strong learning othello programs - pursuit-evasion games - various papers - Nici Schraudolph's go networks - Sebastian Thrun's NeuroChess - Michael Gherrity's SAL - a game-learning system

methods

Here the emphasis is on the technique rather than the use it's put to. - evolutionary methods - aka genetic algorithms - search algorithms - including rational search - ideas to try out - playout analysis, learning methods, etc.

big lists of things

Everything that I didn't write about above gets brief mention here. There's lots of it! - meetings - the most relevant workshops and conferences - interesting web pages and less-interesting pages - historical interest items - only a couple, but they're cool - online papers - many of them! - updated 3 January - online software - updated 24 September - a thorough bibliography by Johannes Fürnkranz Jay Scott <jay@satirist.org> updated 24 February 2002
 

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

h

http://satirist.org/learn-game/

Machine Learning in Games 2008 October

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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 h

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