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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 9SourceScholar
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 4SourceScholar
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 1SourceScholar