Denoising Multirobot Trajectories
Denoising Multirobot Trajectories
This research presents D4orm, a dynamics-aware diffusion-denoising framework for multi-robot trajectory planning.
The paper introduces D4orm, a dynamics-aware diffusion-denoising framework for multi-robot trajectory planning that achieves faster and more reliable solutions than sampling-based optimization methods like MPPI and learned diffusion models in both simulation and real-world deployments on quadrotors and ground robots.
Source: arXiv Robotics — research abstracts · Read original article ↗
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What the source reports
Publisher-reported claims, with original evidence. These results have not been independently verified by RoboSignal.
- code: Reported pending Open source S6
- paper: not_reported
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Automatically extracted; no manual editorial approval recorded.
obot coordination. Code and video: https://github.com/proroklab/d4orm
Open source S6
Source：arXiv Robotics — research abstracts · arxiv.org