ERef Bayreuth

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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 Mathematical Economics Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Mathematics > Chair Mathematical Economics > Chair Mathematical Economics - 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