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Xuehe Zhang

6 accepted papers

2026

A Lightweight Physics-Informed Neural Network for Sim-To-Real of Biped Robot

ICRA 2026poster

In this paper, we present a low-cost, easy-to-implement sim-to-real framework for biped locomotion that narrows the reality gap using only simulation data, without motion-capture or additional real-world measurements. First, a walking policy for the BRUCE robot is trained in Isaac Gym via reinforcem…

Cited by 0SourceScholar
2026

A Lightweight Physics-Informed Neural Network for Sim-to-Real of Biped Robot

RA-L 2026

In this paper, we present a low-cost, easy-to-implement sim-to-real framework for biped locomotion that narrows the reality gap using only simulation data, without motion-capture or additional real-world measurements. First, a walking policy for the BRUCE robot is trained in Isaac Gym via reinforcem

Cited by 0SourceScholar
2025

A Climbing Robot for Tube-Sheet Inspection Based on Planar Parallel Mechanisms

RA-L 2025

This paper introduces a novel climbing robot for tube-sheet inspection (CRTI) that uses inner wall grippers (IWGs) to grasp tubes, enabling it to hang and crawl beneath the tube-sheet plane. The robot is designed primarily for inspecting steam generators in nuclear power plants. The CRTI based on a

Cited by 1SourceScholar
2024

Pose and Path Planning for Industrial Robot Surface Machining Based on Direction Fields

RA-L 2024

This study proposes a pose and path planning method based on direction fields, addressing challenges in industrial robot surface machining. These challenges include limited machining accuracy and difficult path planning arising from the robot's low stiffness and high nonlinearity between joint and o

Cited by 6SourceScholar
2022

An Enveloping Soft Gripper With High-Load Carrying Capacity: Design, Characterization and Application

RA-L 2022

Soft grippers exhibit impressive grasping performance with great simplicity, compliance, adaptability, and robustness. However, it is a great challenge for them to achieve high-load carrying capacity. Here, we present a soft fabric gripper to achieve high-load carrying capacity. The gripper features

Cited by 17SourceScholar