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AD-MPCC: Adaptive Differentiable Model Predictive Contouring Control for Autonomous Racing

Nguyen, Nam T. et al.
arXiv (OAI Expanded) · Papers
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roboticssystems-and-control
This paper presents Adaptive Differentiable Model Predictive Contouring Control (AD-MPCC), a framework for autonomous racing that integrates differentiable MPCC with online parameter estimation to handle varying road-surface conditions. For online parameter estimation, we leverage a parameterized Pa
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