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Huihua Zhao

4 accepted papers

2026

COMPASS: Cross-embOdiment Mobility Policy Via ResiduAl RL and Skill Synthesis

ICRA 2026poster

As robots are increasingly deployed in diverse application domains, enabling robust mobility across different embodiments has become a critical challenge. Classical mobility stacks, though effective on specific platforms, require extensive per-robot tuning and do not scale easily to new embodiments.…

2025

X-MOBILITY: End-to-End Generalizable Navigation via World Modeling

ICRA 2025

General-purpose navigation in challenging environments remains a significant problem in robotics, with current state-of-the-art approaches facing myriad limitations. Classical approaches struggle with cluttered settings and require extensive tuning, while learning-based methods face difficulties gen

Cited by 16SourcecodeScholar
2020

Magnetic Milli-Robot Swarm Platform: A Safety Barrier Certificate Enabled, Low-Cost Test Bed

RA-L 2020

Swarms of microand milli-sized robots have the potential to advance biological micro-manipulation, microassembly and manufacturing, and provide an ideal platform for studying large swarm behaviors and control. Due to their small size and low cost, tens to hundreds of micro/milli robots can function

Cited by 10SourceScholar
2017

Preliminary results on energy efficient 3D prosthetic walking with a powered compliant transfemoral prosthesis

ICRA 2017poster

This work presents the preliminary experimental validation of a systematic prosthetic control strategy on a custom compliant transfemoral prosthesis with the end result being energy efficient 3-dimension (3D) multi-contact prosthetic walking. In particular, with the goal of capturing essential compo…

Cited by 52SourceScholar