Game Status
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AI Training
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Move History
Total moves: -1 | Current player: black
Neural Architecture & ONNX Deployment
David et al. (AlphaZero) Architecture
Based on the neural network design established by David et al. (DeepMind AlphaZero). It features an 8-residual-block Convolutional Neural Network (ResNet-8) with dual prediction heads: a Policy Head (64 logit outputs for move selection) and a Value Head (board evaluation).
Client-Side ONNX Web Execution
PyTorch model weights are stored in ONNX format (othello_model_final.onnx) and downloaded directly into your browser via onnxruntime-web. Inferences run 100% client-side with WebAssembly, requiring zero backend server cost.