Data visualization for analyzing simulated robotic soccer games

Faria, Brigida Monica; Santos, Beatriz Sousa; Lau, Nuno; Reis, Luis Paulo

http://hdl.handle.net/10400.22/29900

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Authors

Faria, Brigida Monica

Santos, Beatriz Sousa

Lau, Nuno

Reis, Luis Paulo

Abstract(s)

RoboCup is an international cooperative research project aimed at promoting research in Artificial Intelligence and Robotics. It includes a simulation league where two teams of 11 players compete in a robotic soccer game very similar to real soccer. Teams exhibit very complex strategies in these games that are very difficult to analyze by conventional observation methods. This paper presents an approach to the visualization of simulated robotic soccer games using the RapidMiner software package. Various visualizations were developed using Andrew´s Curves, Survey Plots, several types of Parallel Coordinate visualizations and Radial Coordinate Visualizations. These visualizations enabled to take some interesting conclusions about the differences between games of FC Portugal robotic soccer team using different formations and against distinct opponents.

Keywords

Data visualization Visual data mining RapidMiner RoboCup soccer Simulation

URI

http://hdl.handle.net/10400.22/29900

Citation

Faria, B., Santos, B. S., Lau, N., & Reis, L. P. (2025). Data visualization for analyzing simulated robotic soccer games. Proceedings of the International Conference on Computer Graphics Theory and Applications (VISIGRAPP 2010), 161–168. https://doi.org/10.5220/0002851301610168