Internet distributed learning

Inspired by SETI@Home, some projects are trying distributed computation over the Internet using volunteered computer time.

Jay : game learning : distributed learning

What could be more enticing for machine learning? A popular project can attract unprecedented amounts of cheap computer time, making genetic algorithms and other resource-hungry learning algorithms feasible for harder problems.

Few distributed game learning projects have started, but I expect more. The BOINC software platform makes it much easier.

projects

- ChessBrain
Last active in 2006, this project scored a record as “The World's Largest Networked Chess Computer” by playing a single game against a grandmaster in 2004 (a draw). They offer some papers.

- EvoChess
Website in German. A now defunct project to evolve a chess program. The search depth, positional evaluation, and move ordering were all evolvable. Software: A Java client that should run on most platforms.


last updated 30 April 2012, updating both links