TacticAI: graph neural network assistant generates and predicts football corner-kick tactics
burny_tech · x · 2026-10-25
TacticAI is an AI assistant for football tactics with predictive and generative components, letting coaches sample alternative player setups for each corner kick and pick those with the highest predicted success.
- Each player is a node in a graph; a GNN performs message passing over node/edge/graph features
- All horizontal/vertical reflection combinations are applied for robustness
- Predicts the receiver, shot likelihood, and suggests position/velocity adjustments to raise shot probability
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