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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 4Source ↗Scholar ↗
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 8Source ↗Scholar ↗