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Xizhe Zang

7 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
2026

Capturability as Controlled-Invariant Sets: Recursive Feasibility for Variable-Stepping Time S2S NMPC

RA-L 2026

Capturability characterizes a safe region of states for humanoid walking and is most commonly constructed by analyzing the one-dimensional divergent component of motion (DCM) of the center of mass. In this work, by exploiting the mathematical structure of the step-to-step (S2S) dynamics, we characte

Cited by 0SourceScholar
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 In-pipe Crawling Robot based on Tensegrity Structures

IROS 2022poster

This paper presents a novel concept to develop robots capable of crawling in tubular environments, inspired by the movement of earthworms and the biological musculoskeletal systems in nature. A tensegrity structures-based robotic module with shape changeability actuated by only one linear actuator i…

Cited by 3SourceScholar
2022

Bioinspired Drone Actuated Using Wing and Aileron Motion for Extended Flight Capabilities

RA-L 2022

Since the advent of flying machines, engineers have strived to develop aircraft that can fly as flexibly as birds. From the original traditional control surface to the controllable morphing wing design, they all aim to improve the flight performance of drones, including the load capacity, maneuverab

Cited by 14SourceScholar
2016

Estimation of tremor parameters and extraction tremor from recorded signals for tremor suppression

ICRA 2016

Pathological tremor is defined as a roughly sinusoidal movement and usually occurs in the upper limb impacting individuals activities of daily livings. Functional electrical stimulation (FES) is proposed as a potential alternative for cancelling the pathological tremor. However, the feasibility and

Cited by 3SourceScholar