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There was a problem. In 300,000 trials for a 5x5 tic-tac-toe game, the bot would reach a local minimum and then get stuck in an infinite loop. I added logging and ran it for a million trials. It turned out that it does learn, and it learns very well. It turned into an interesting evening meditation. You can run it and meditate on the console, watching how the machine learns.