Position prediction algorithm design for FIRA Simulation of 5VS5 Robot

Yu-Hua Zhang, Weili Ge
{"title":"Position prediction algorithm design for FIRA Simulation of 5VS5 Robot","authors":"Yu-Hua Zhang, Weili Ge","doi":"10.1109/MLISE57402.2022.00061","DOIUrl":null,"url":null,"abstract":"Robot football simulation match is a kind of simulated football game with software. For the fira5vs5 robot simulation football project, many scholars have proposed the optimization of the team’s strategy on this project. On the basis of the dynamic role assignment of players in the game, this paper analyzes the principle of the least square method and the application process of the least square method, gives the algorithm design and obtains the final result. Platform verification and game results show that this strategy can greatly improve the goal rate of shooting players and achieve better shooting effect.","PeriodicalId":350291,"journal":{"name":"2022 International Conference on Machine Learning and Intelligent Systems Engineering (MLISE)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 International Conference on Machine Learning and Intelligent Systems Engineering (MLISE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MLISE57402.2022.00061","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Robot football simulation match is a kind of simulated football game with software. For the fira5vs5 robot simulation football project, many scholars have proposed the optimization of the team’s strategy on this project. On the basis of the dynamic role assignment of players in the game, this paper analyzes the principle of the least square method and the application process of the least square method, gives the algorithm design and obtains the final result. Platform verification and game results show that this strategy can greatly improve the goal rate of shooting players and achieve better shooting effect.
5VS5机器人FIRA仿真位置预测算法设计
机器人足球模拟比赛是一种基于软件的模拟足球比赛。对于fira5vs5机器人模拟足球项目,很多学者针对该项目提出了球队策略的优化。本文在博弈参与者动态角色分配的基础上,分析了最小二乘法的原理和最小二乘法的应用过程,给出了算法设计并得到了最终结果。平台验证和比赛结果表明,该策略可以大大提高射门球员的射门命中率,达到较好的射门效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信