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5This is amazing! I just spent hours optimizing weights for a good heuristic function for expectimax and I implement this in 3 minutes and this completely smashes it.Brendan Annable– Brendan Annable2014-05-29 17:09:47 +00:00Commented May 29, 2014 at 17:09
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1One significant improvement, with around 15 minutes of work, will be using better estimation formula, I believe. If you are using Pure MCTS, I would suggest using the UCT formula, which is beautifully simple, but expands the decision tree in much better way.Adam Stelmaszczyk– Adam Stelmaszczyk2015-03-07 21:31:22 +00:00Commented Mar 7, 2015 at 21:31
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1I played around with this idea some more and did a bit of analysis if anyone is interested github.com/silverstar194/2048-ai-monte-carloJohn Down– John Down2017-01-02 04:35:53 +00:00Commented Jan 2, 2017 at 4:35
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1Nice work @JohnDown! It would be nice of you if you referenced my work.Ronenz– Ronenz2017-01-03 07:17:17 +00:00Commented Jan 3, 2017 at 7:17
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Excellent. What actually determines the best score at each node? Is it number of tile (similar value) joined?WailenB– WailenB2022-08-09 20:37:26 +00:00Commented Aug 9, 2022 at 20:37
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