Ju Dong 2,3, Lei Zhang 1,3 †, Liding Zhang 2, Yao Ling 2, Yu Fu 2, Kaixin Bai 1,3,
Zoltán-Csaba Márton 3, Zhenshan Bing 2, Zhaopeng Chen 3, Alois Christian Knoll 2, Jianwei Zhang 1
1.TAMS(Technical Aspects of Multimodal Systems), Universität Hamburg, Germany. 2. Technical University of Munich, Germany.
3. Agile Robots SE, Munich, Germany.
† Corresponding author: lei.zhang-1@studium.uni-hamburg.de
M4Diffuser Structure: MultiView-DiT + Whole-Body Control with our ReM-QP Solver
Network Structure
ReM-QP Solver
Real-World Experiments
In case this work has provided some assistance in your research endeavors, your citation would be greatly appreciated.
@misc{dong2025m4diffusermultiviewdiffusionpolicy,
title={M4Diffuser: Multi-View Diffusion Policy with Manipulability-Aware Control for Robust Mobile Manipulation},
author={Ju Dong and Lei Zhang and Liding Zhang and Yao Ling and Yu Fu and Kaixin Bai and Zoltán-Csaba Márton and Zhenshan Bing and Zhaopeng Chen and Alois Christian Knoll and Jianwei Zhang},
year={2025},
eprint={2509.14980},
archivePrefix={arXiv},
primaryClass={cs.RO},
url={https://arxiv.org/abs/2509.14980},
}