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Data visualization for analyzing simulated robotic soccer games
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Orientador(es)
Resumo(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.
Descrição
Palavras-chave
Data visualization Visual data mining RapidMiner RoboCup soccer Simulation
Contexto Educativo
Citação
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
Editora
SCITEPRESS–Science and Technology Publications