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MPCGPU: Real-Time Nonlinear Model Predictive Control through
  Preconditioned Conjugate Gradient on the GPU
v1v2 (latest)

MPCGPU: Real-Time Nonlinear Model Predictive Control through Preconditioned Conjugate Gradient on the GPU

IEEE International Conference on Robotics and Automation (ICRA), 2023
15 September 2023
Emre Adabag
Miloni Atal
William Gerard
Brian Plancher
ArXiv (abs)PDFHTMLGithub (71★)

Papers citing "MPCGPU: Real-Time Nonlinear Model Predictive Control through Preconditioned Conjugate Gradient on the GPU"

5 / 5 papers shown
Zero-Shot Function Encoder-Based Differentiable Predictive Control
Zero-Shot Function Encoder-Based Differentiable Predictive Control
Hassan Iqbal
Xingjian Li
Tyler Ingebrand
Adam J. Thorpe
Krishna Kumar
Ufuk Topcu
Ján Drgoňa
AI4CE
170
0
0
07 Nov 2025
Differentiable Model Predictive Control on the GPU
Differentiable Model Predictive Control on the GPU
Emre Adabag
Marcus Greiff
John Subosits
Thomas Lew
175
4
0
07 Oct 2025
Parallel-Constraint Model Predictive Control: Exploiting Parallel Computation for Improving Safety
Parallel-Constraint Model Predictive Control: Exploiting Parallel Computation for Improving SafetyIEEE International Conference on Robotics and Automation (ICRA), 2025
Elias Fontanari
Gianni Lunardi
Matteo Saveriano
Andrea Del Prete
139
1
0
03 Sep 2025
Feedback-MPPI: Fast Sampling-Based MPC via Rollout Differentiation -- Adios low-level controllers
Feedback-MPPI: Fast Sampling-Based MPC via Rollout Differentiation -- Adios low-level controllersIEEE Robotics and Automation Letters (IEEE RA-L), 2025
Tommaso Belvedere
Michael Ziegltrum
Giulio Turrisi
Valerio Modugno
248
4
0
17 Jun 2025
pRRTC: GPU-Parallel RRT-Connect for Fast, Consistent, and Low-Cost Motion Planning
pRRTC: GPU-Parallel RRT-Connect for Fast, Consistent, and Low-Cost Motion Planning
Chih H. Huang
Pranav Jadhav
Brian Plancher
Zachary Kingston
251
9
0
09 Mar 2025
1
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