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

Title data

Börner, Susanne ; Rambau, Jörg:
How to Win a Beach Volleyball Match Using Multi-Scale Markov Decision Processes.
2015
Event: MathSport International 2015 , 29.06.-01.07.2015 , Loughborough, United Kingdom.
(Conference item: Conference , Speech )

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Abstract in another language

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.

Further data

Item Type: Conference item (Speech)
Refereed: No
Keywords: Markov Decision Processes; Dynamic Programming; Simulation
Subject classification: MSC 90C40
Institutions of the University: Faculties
Faculties > Faculty of Mathematics, Physics und Computer Science
Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Mathematics
Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Mathematics > Chair Mathematics in Economy
Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Mathematics > Chair Mathematics in Economy > Chair Mathematics in Economy - Univ.-Prof. Dr. Jörg Rambau
Research Institutions
Research Institutions > Research Centres
Research Institutions > Research Centres > Forschungszentrum für Modellbildung und Simulation (MODUS)
Result of work at the UBT: Yes
DDC Subjects: 500 Science > 510 Mathematics
Date Deposited: 07 Dec 2015 08:13
Last Modified: 03 Nov 2016 07:25
URI: https://eref.uni-bayreuth.de/id/eprint/24711