These are games that I think are interesting or fun for machine learning. These are only starting points, but they should be enough to track down the important resources.
Jay : game learning : game links |
backgammon - a success for neural networks
Backgammon Galore!
Chicago Point Backgammon Links
Chess Links - the most popular links
Chess Programming Wiki
go - Monte Carlo methods and deep learning
American Go Association - a good general resource
Computer Go Programming
othello - all top programs use learning
Computer Othello - from Wikipedia
RTS games - real-time strategy games, still a tough challenge
Spring RTS Engine - with games and code
(I found papers about RTS AI programming, but no good sites.)
shogi - harder to program than chess
Shogi.Net - the most popular links
Shogi - from the Chess Programming Wiki