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Zihang Gao

3 accepted papers

2022

A Motion Generation Strategy of Robotic Rat Using Imitation Learning for Behavioral Interaction

RA-L 2022

In this letter, we propose a motion generation strategy using imitation learning (IL) for biomimetic robots to interact with animals in a more natural manner. We previously developed a bioinspired spine mechanism allowing the robot to mimic rat motion closely. Thanks to the spine morphology, we esta

Cited by 9Source ↗Scholar ↗
2021

A Real-Time Motion Detection and Object Tracking Framework for Future Robot-Rat Interaction

IROS 2021poster

In this paper, we propose an automatic robot-rat interaction framework that enables a robotic rat to realize real-time localization, tracking and movement analysis of a laboratory rat. Specifically, we combine an object detector with stereo matching to achieve fast localization of the laboratory rat…

Cited by 4Source ↗Scholar ↗
2019

Identification of Rat Ultrasonic Vocalizations from Mix Sounds of a Robotic Rat in a Noisy Environment

IROS 2019poster

Social interaction between a robot and rats is important since the robot can generate reproducible social behaviors across trials. However, lacking internal state feedback from the rat makes current robot-rat interaction a very preliminary level comparing with rat-rat interaction. Previous biologica…

Cited by 1Source ↗Scholar ↗