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This paper briefly overviews the first workshop on Action Modelling for Interaction and Analysis in Smart Sports and Physical Education (MAIStroPE). It focuses on the main aspects intended to be discussed in the workshop reflecting the main scope of the papers presented during the meeting. The MAIStroPE 2020 workshop is held in conjunction with the 22nd ACM International Conference on Mulitmodal Interaction (ICMI 2020) taking place in Utrecht, the Netherlands, in October 2020.