How to Win a Beach Volleyball Match Using Multi-Scale Markov Decision Processes

Titelangaben

Börner, Susanne ; Rambau, Jörg:
How to Win a Beach Volleyball Match Using Multi-Scale Markov Decision Processes.
2015
Veranstaltung: MathSport International 2015 , 29.06.-01.07.2015 , Loughborough, United Kingdom.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Vortrag )

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Abstract

How can you increase your chances to win a beach volleyball game given your skills? We tackle this question using two interacting Markov Decisions Problems. A more aggregated model is treated analytically, whereas a more detailed model is simulated to calibrate the aggregated model. If actions in the aggregated model are aggressive and timid play, then our method recommends a policy depending on statistics from your teams training sessions and historical observations of the opponent teams skills.