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In this paper, our objective is to improve the performance of the existingframework ShuttleNet in predicting badminton shot types and locations byleveraging past strokes. We participated in the CoachAI Badminton Challenge atIJCAI 2023 and achieved significantly better results compared to the baseline.Ultimately, our team achieved the first position in the competition and we madeour code available.

Team Intro to AI team8 at CoachAI Badminton Challenge 2023: Advanced ShuttleNet for Shot Predictions