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RETRACTED ARTICLE: Optimization analysis of sport pattern driven by machine learning and multi-agent

Authors :
Hao Wang
Chen Dong
Yuming Fu
Source :
Neural Computing and Applications. 33:1067-1077
Publication Year :
2020
Publisher :
Springer Science and Business Media LLC, 2020.

Abstract

The intelligent simulation of Sports can match the actual game and is of great significance to the development of Sports. Sports is a system in which multiple agents work together. Compared with a single agent, the learning space of multiple agents increases sharply as the number of agents increases, so the learning difficulty increases. Therefore, based on machine learning technology, this study combines with the actual situation to build a Sports simulation system. Moreover, after establishing a more reasonable team defensive formation and strategy, the overall movement of the agent is optimized, and the corresponding structural model has been established in combination with various actions. In addition, this study designs a controlled trial to analyze the performance of the model. The research shows that the proposed method has certain effects and can provide theoretical reference for subsequent related research.

Details

ISSN :
14333058 and 09410643
Volume :
33
Database :
OpenAIRE
Journal :
Neural Computing and Applications
Accession number :
edsair.doi...........0f83db1d4b370b676aa9017a9be34c9c