Teaching a Neural Network to Play Gomuku
Apparently 10x10 TicTacToe is called Gomuku. (Pytorch learning project)
2026
Play it
Full write-up still in progress...
Play against the model yourself below. The network and the search both run in your browser, it works offline once loaded.
10x10 Tic-Tac-Toe Bot
15 MB (the ONNX runtime, plus a 1.2 MB network).
The engine is Rust, the training is PyTorch. Training data primarily generated via Monte-Carlo tree search for supervised learning.