Abstract
In order to make the coexistence between humans and robots a reality, we must understand how they may cooperate more effectively. Modern robots, empowered with reliable controls and advanced machine learning reasoning can face this challenge. In this article, we presented a Disagreement- Aware Variable Impedance (DAVI) Controller, where the robot stiffness is regulated as a function of the perceived disagreement with the human cooperator. We tested the algorithm on a 7 DoF Franka Emika Panda robot performing the learning of a pick&place task with continuous adaptation of the goal location and the via-points with human interactive corrections, triggered by our proposed approach. A validation study was conducted with 5 users in order to understand the reliability of the method.
Original language | English |
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Number of pages | 4 |
Publication status | Published - 2022 |
Event | 2022 International Conference on Robotics and Automation (ICRA) - Philadelphia, United States Duration: 23 May 2022 → 27 May 2022 Conference number: 39 |
Conference
Conference | 2022 International Conference on Robotics and Automation (ICRA) |
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Abbreviated title | ICRA 2022 |
Country/Territory | United States |
City | Philadelphia |
Period | 23/05/22 → 27/05/22 |