Specifying and Synthesizing Human-Robot Handovers

被引:0
|
作者
Kshirsagar, Alap [1 ]
Kress-Gazit, Hadas [1 ]
Hoffman, Guy [1 ]
机构
[1] Cornell Univ, Sibley Sch Mech & Aerosp Engn, Ithaca, NY 14853 USA
来源
2019 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS) | 2019年
关键词
Human-Robot Handovers; Formal Methods; Signal Temporal Logic; Human-Robot Interaction;
D O I
10.1109/iros40897.2019.8967709
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We present a controller for human-robot handovers that is automatically synthesized from high-level specifications in Signal Temporal Logic (STL). In contrast to existing controllers, this approach can provide formal guarantees on the timing of each of the handover phases. Using synthesis also allows end-users to specify and dynamically change the robot's behaviors using high-level requirements of goals and constraints rather than by tuning low-level controller parameters. We illustrate the proposed approach by replicating the behavior of existing handover strategies from the literature. We also identify specification parameters that are likely to lead to successful handovers using a public database of human-human handovers.
引用
收藏
页码:5930 / 5936
页数:7
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