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Nazita Taghavi

2 accepted papers

2022

AMI: Adaptive Motion Imitation Algorithm Based on Deep Reinforcement Learning

ICRA 2022poster

In this paper, we develop a novel adaptive motion imitation algorithm (AMI) for robotic systems. Although AMI can be used in a variety of human-robot interaction scenarios, we are particularly interested in robotic rehabilitation where the robot plays the role of demonstrating and practicing challen…

Cited by 4SourceScholar
2021

Online Dynamic Time Warping Algorithm for Human-Robot Imitation

ICRA 2021poster

In this paper, we propose a novel online algorithm for motion similarity measurements during human-robot interaction (HRI). Specifically, we formulate a Segment-based Online Dynamic Time Warping (SODTW) algorithm that can be used for understanding of repeated and cyclic human motions, in the context…

Cited by 8SourceScholar