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I wrote a MCTS Ultimate tic-tac-toe engine[0] over the last little while, and likewise don't know how to play the game well. Once thing I have been mulling over
by putterson 11y ago
I wrote a MCTS Ultimate tic-tac-toe engine[0] over the last little while, and likewise don't know how to play the game well. Once thing I have been mulling over in my mind but haven't really explored is training an NN on the game tree produced by long searches and somehow extracting strategies a la DeepDream. I don't have much experience with NNs though so no idea if it even possible or what the extracts would look like.
If anyone would find this interesting work to collaborate on feel free to contact me. The MCTS part is done.
0. https://github.com/putterson/uxobot https://github.com/putterson/uxobot