Honors
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2022 - IEEE ICRA RoboMaster University AI Challenge - First Prize / Third Place
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2023 - Outstanding Graduate Student Award
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Research
I'm interested in motion planning, autonomous exploration, mobile manipulation, and aerial robotics. Most of my work focuses on enabling robots to autonomously perform related tasks. Some papers are highlighted.
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RM-Planner: Integrating Reinforcement Learning with Whole-Body Model Predictive Control for Mobile Manipulation
Zixuan Zhuang,
Le Zheng,
Wanyue Li,
Renming Liu,
Peng Lu,
Hui Cheng
IEEE International Conference on Robotics & Automation (ICRA), 2025
video /
We propose a mobile manipulation framework that integrates reinforcement learning with whole-body model predictive control for operation in unknown and complex environments.
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Star-Searcher: A Complete and Efficient Aerial System for Autonomous Target Search in Complex Unknown Environments
Yiming Luo,
Zixuan Zhuang,
Neng Pan,
Chen Feng,
Shaojie Shen,
Fei Gao,
Hui Cheng,
Boyu Zhou
IEEE Robotics and Automation Letters (RA-L), 2024
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PDF /
We propose Star-Searcher, a hierarchical UAV-based target search system that combines viewpoint clustering and history-aware planning to achieve efficient and complete search in complex unknown environments.
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