Good implementations of reinforced learning?

Posted by Paperino on Stack Overflow See other posts from Stack Overflow or by Paperino
Published on 2009-04-11T16:32:19Z Indexed on 2010/05/22 22:30 UTC
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For an ai-class project I need to implement a reinforcement learning algorithm which beats a simple game of tetris. The game is written in Java and we have the source code. I know the basics of reinforcement learning theory but was wondering if anyone in the SO community had hands on experience with this type of thing.

  1. What would your recommended readings be for an implementation of reinforced learning in a tetris game?
  2. Are there any good open source projects that accomplish similar things that would be worth checking out?

Thanks in advanced

Edit: The more specific the better, but general resources about the subject are welcomed.

Follow up:

Thought it would be nice if I posted a followup.

Here's the solution (code and writeup) I ended up with for any future students :).

Paper / Code

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