Strategy Optimization in Sports via Markov Decision Problems

Titelangaben

Hoffmeister, Susanne ; Rambau, Jörg:
Strategy Optimization in Sports via Markov Decision Problems.
In: Bock, Hans Georg ; Jäger, Willi ; Kostina, Ekaterina ; Phu, Hoang Xuan (Hrsg.): Modeling, Simulation and Optimization of Complex Processes HPSC 2018 : Proceedings of the 7th International Conference on High Performance Scientific Computing, Hanoi, Vietnam, March 19-23, 2018. - Cham : Springer , 2021 . - S. 277-322
ISBN 9783030552404
DOI: https://doi.org/10.1007/978-3-030-55240-4_14

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Abstract

In this paper, we investigate a sport strategic question related to the Olympics final in beach volleyball: Should the German team play most aggressively to win many direct points or should it rather play safer to avoid unforced errors? This paper introduces the foundations of our new two-scale approach for the opti- mization of sport strategic decisions. We present possible answers to the benchmark question above based on a direct approach and the presented two-scale method. A comparison shows the benefits of the new paradigm.