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cs.LG2025
Automated Explanation of Machine Learning Models of Footballing Actions in Words
Pegah Rahimian, Jernej Flisar, David Sumpter
While football analytics has changed the way teams and analysts assess performance, there remains a communication gap between machine learning practice and how coaching staff talk…
cs.LG2021
Towards optimized actions in critical situations of soccer games with deep reinforcement learning
Pegah Rahimian, Afshin Oroojlooy, Laszlo Toka
Soccer is a sparse rewarding game: any smart or careless action in critical situations can change the result of the match. Therefore players, coaches, and scouts are all curious ab…