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Integrating Flow Matching and Model Predictive Control for Safe Robot Navigation

Holzmann, Philipp et al.
arXiv (All) · Papers
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roboticssystems-and-control
Learning-based path planners based on diffusion and flow matching can generate diverse trajectories from demonstrations but typically lack mechanisms for constraint satisfaction and collision avoidance during deployment. This work proposes a framework that combines flow-matching-based path planning
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