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Board game and Supervised learning #98

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StepHaze opened this issue Oct 13, 2022 · 4 comments
Open

Board game and Supervised learning #98

StepHaze opened this issue Oct 13, 2022 · 4 comments

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@StepHaze
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Hello!
can I use your wonderful deep learning neural network library for my task:
there's a board game (with sowing mechanism: Mancala, Oware, etc.) and I have thousands of games of top players (with moves and result). I would like to train a game neural network using Supervised learning.
How is it possible? Please point me in the right direction.

@joaopauloschuler
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Hello @StepHaze ,
Applying NN for playing games is certainly possible. There are currently 234 papers at https://paperswithcode.com/task/atari-games about this subject.

I do not have any source code example with CAI solving this problem.

@StepHaze
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Thank you for your answer.
I'm not sure that Atari games are what I need to implement a supervised learning for a game of perfect information.

@joaopauloschuler
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I would have a look at https://paperswithcode.com/task/game-of-chess

@StepHaze
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Thanks. It's all about reinforcement learning. I would like to use a supervised learning.

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