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2023 | OriginalPaper | Chapter

B-Human 2022 – More Team Play with Less Communication

Authors : Thomas Röfer, Tim Laue, Arne Hasselbring, Jo Lienhoop, Yannik Meinken, Philip Reichenberg

Published in: RoboCup 2022: Robot World Cup XXV

Publisher: Springer International Publishing

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Abstract

The B-Human team won all of its seven games at the RoboCup 2022 competition in the Standard Platform League (SPL), scoring a total of 48 goals and conceding 0. B-Human achieved this high level of performance with a new behavior architecture that enables more cooperative game play while sending fewer team communication messages. This paper presents the parts of the behavior that we consider crucial for this year’s success. We describe the strategic evaluation, action selection, and execution aspects of our new pass-oriented play style. The effectiveness of our algorithms is supported by statistics from competition games and extensive testing in our simulator. Empirically, our approach outperforms the previous behavior with a significant improvement of the average goal difference.

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Literature
1.
go back to reference Anzer, G., Bauer, P.: Expected passes. Data Min. Knowl. Disc. 36(1), 295–317 (2022)CrossRef Anzer, G., Bauer, P.: Expected passes. Data Min. Knowl. Disc. 36(1), 295–317 (2022)CrossRef
2.
go back to reference Biswas, J., Mendoza, J.P., Zhu, D., Choi, B., Klee, S., Veloso, M.: Opponent-driven planning and execution for pass, attack, and defense in a multi-robot soccer team. In: Proceedings of the 2014 International Conference on Autonomous Agents and Multi-agent Systems, pp. 493–500 (2014) Biswas, J., Mendoza, J.P., Zhu, D., Choi, B., Klee, S., Veloso, M.: Opponent-driven planning and execution for pass, attack, and defense in a multi-robot soccer team. In: Proceedings of the 2014 International Conference on Autonomous Agents and Multi-agent Systems, pp. 493–500 (2014)
3.
go back to reference Dick, U., Link, D., Brefeld, U.: Who can receive the pass? A computational model for quantifying availability in soccer. Data Min. Knowl. Discov. 36(3), 987–1014 (2022)MathSciNetCrossRef Dick, U., Link, D., Brefeld, U.: Who can receive the pass? A computational model for quantifying availability in soccer. Data Min. Knowl. Discov. 36(3), 987–1014 (2022)MathSciNetCrossRef
4.
go back to reference Hasselbring, A.: Optimierung des Verhaltens von Fußballrobotern mittels simulierter Spiele und Gegnerverhaltensmodellen. Master’s thesis, University of Bremen (2020) Hasselbring, A.: Optimierung des Verhaltens von Fußballrobotern mittels simulierter Spiele und Gegnerverhaltensmodellen. Master’s thesis, University of Bremen (2020)
5.
go back to reference Kaden, S., Mellmann, H., Scheunemann, M., Burkhard, H.D.: Voronoi based strategic positioning for robot soccer. In: Proceedings of the 22nd International Workshop on Concurrency, Specification and Programming, Warsaw, Poland, vol. 1032, pp. 271–282 (2013) Kaden, S., Mellmann, H., Scheunemann, M., Burkhard, H.D.: Voronoi based strategic positioning for robot soccer. In: Proceedings of the 22nd International Workshop on Concurrency, Specification and Programming, Warsaw, Poland, vol. 1032, pp. 271–282 (2013)
7.
go back to reference Laue, T., Spiess, K., Röfer, T.: SimRobot – a general physical robot simulator and its application in RoboCup. In: Bredenfeld, A., Jacoff, A., Noda, I., Takahashi, Y. (eds.) RoboCup 2005. LNCS (LNAI), vol. 4020, pp. 173–183. Springer, Heidelberg (2006). https://doi.org/10.1007/11780519_16CrossRef Laue, T., Spiess, K., Röfer, T.: SimRobot – a general physical robot simulator and its application in RoboCup. In: Bredenfeld, A., Jacoff, A., Noda, I., Takahashi, Y. (eds.) RoboCup 2005. LNCS (LNAI), vol. 4020, pp. 173–183. Springer, Heidelberg (2006). https://​doi.​org/​10.​1007/​11780519_​16CrossRef
8.
go back to reference Mendoza, J.P., et al.: Selectively reactive coordination for a team of robot soccer champions. In: Proceedings of the AAAI Conference on Artificial Intelligence, vol. 30, no. 1 (2016) Mendoza, J.P., et al.: Selectively reactive coordination for a team of robot soccer champions. In: Proceedings of the AAAI Conference on Artificial Intelligence, vol. 30, no. 1 (2016)
11.
go back to reference Röfer, T., Laue, T., Hasselbring, A., Richter-Klug, J., Röhrig, E.: B-Human 2017 – team tactics and robot skills in the standard platform league. In: Akiyama, H., Obst, O., Sammut, C., Tonidandel, F. (eds.) RoboCup 2017. LNCS (LNAI), vol. 11175, pp. 461–472. Springer, Cham (2018). https://doi.org/10.1007/978-3-030-00308-1_38CrossRef Röfer, T., Laue, T., Hasselbring, A., Richter-Klug, J., Röhrig, E.: B-Human 2017 – team tactics and robot skills in the standard platform league. In: Akiyama, H., Obst, O., Sammut, C., Tonidandel, F. (eds.) RoboCup 2017. LNCS (LNAI), vol. 11175, pp. 461–472. Springer, Cham (2018). https://​doi.​org/​10.​1007/​978-3-030-00308-1_​38CrossRef
Metadata
Title
B-Human 2022 – More Team Play with Less Communication
Authors
Thomas Röfer
Tim Laue
Arne Hasselbring
Jo Lienhoop
Yannik Meinken
Philip Reichenberg
Copyright Year
2023
DOI
https://doi.org/10.1007/978-3-031-28469-4_24

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