I. Walker, L. Mears, Rahman S. M. Mizanoor, R. Pak, S. Remy, Yue Wang
{"title":"Robot-Human Handovers Based on Trust","authors":"I. Walker, L. Mears, Rahman S. M. Mizanoor, R. Pak, S. Remy, Yue Wang","doi":"10.1109/MCSI.2015.50","DOIUrl":null,"url":null,"abstract":"We present a new approach to payload handovers between robots and humans in collaborative human-co-robot operations. The key innovation is the incorporation of robot trust (in the human) in the underlying robot motion planning algorithm. Using a weighted Jacobian pseudoinverse algorithm, the robot motions are varied (trading off collision risk against task efficiency) based on the current value of trust. The targeted application is small-scale manufacturing, but the approach can be applied to many forms of robot-human handovers and interactions.","PeriodicalId":371635,"journal":{"name":"2015 Second International Conference on Mathematics and Computers in Sciences and in Industry (MCSI)","volume":"72 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-08-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"12","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 Second International Conference on Mathematics and Computers in Sciences and in Industry (MCSI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MCSI.2015.50","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 12
Abstract
We present a new approach to payload handovers between robots and humans in collaborative human-co-robot operations. The key innovation is the incorporation of robot trust (in the human) in the underlying robot motion planning algorithm. Using a weighted Jacobian pseudoinverse algorithm, the robot motions are varied (trading off collision risk against task efficiency) based on the current value of trust. The targeted application is small-scale manufacturing, but the approach can be applied to many forms of robot-human handovers and interactions.