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Differentiable Nonlinear Model Predictive Control

Differentiable nonlinear MPC computes parametric NLP sensitivities via IFT and smoothed IPM conditions within SQP, achieving over 3x speedups versus prior solvers.

Jonathan Frey, Katrin Baumgärtner, Gianluca Frison, Dirk Reinhardt and 5 more

Paris Poster Session 5, Fri, Dec 11, 11:30 AM–1:30 PM, Paris Poster Hall · Published 2026

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AI panel: 5 of 20 reviewers recommend it
lenient 2/5
medium 3/10
strict 0/5