论文标题
人类多机器人协作设置的任务分配框架
A Task Allocation Framework for Human Multi-Robot Collaborative Settings
论文作者
论文摘要
现代生产系统的要求以及更先进的机器人技术促进了包括人类和自动机器人组成的团队的整合。但是,随着潜在的好处,还有一个问题,即如何有效地处理这些团队,以考虑相关代理的不同特征。因此,本文在人类多机器人协作方案中提出了一个任务分配的框架。提出的解决方案将最佳离线分配与在线重新分配策略相结合,该策略构成了离线计划和/或不可预见的事件的不准确性,人类的主观偏好以及从一个任务转换为另一个任务的成本,以提高人类满意度和团队效率。提出了针对两个操纵器与人类操作员合作执行盒子填充任务的实验。
The requirements of modern production systems together with more advanced robotic technologies have fostered the integration of teams comprising humans and autonomous robots. However, along with the potential benefits also comes the question of how to effectively handle these teams considering the different characteristics of the involved agents. For this reason, this paper presents a framework for task allocation in a human multi-robot collaborative scenario. The proposed solution combines an optimal offline allocation with an online reallocation strategy which accounts for inaccuracies of the offline plan and/or unforeseen events, human subjective preferences and cost of switching from one task to another so as to increase human satisfaction and team efficiency. Experiments are presented for the case of two manipulators cooperating with a human operator for performing a box filling task.