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Board game and Supervised learning

Open StepHaze opened this issue 3 years ago • 4 comments

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.

StepHaze avatar Oct 13 '22 14:10 StepHaze

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.

joaopauloschuler avatar Oct 13 '22 15:10 joaopauloschuler

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.

StepHaze avatar Oct 13 '22 17:10 StepHaze

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

joaopauloschuler avatar Oct 15 '22 14:10 joaopauloschuler

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

StepHaze avatar Oct 16 '22 07:10 StepHaze