model predictive control tensorflow

由 R Antão 著作 · 2020 · 被引用 8 次 — This work exploits recent trends on ANN literature using a TensorFlow implementati...

model predictive control tensorflow

由 R Antão 著作 · 2020 · 被引用 8 次 — This work exploits recent trends on ANN literature using a TensorFlow implementation and shows how they can be efficiently used as support for closed-loop ... ,Model Predictive Control is an important tool in self-driving cars. It is used to force the vehicle to follow a given trajectory generated by the path ...

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model predictive control tensorflow 相關參考資料
thiagopbuenotf-mpc: An implementation of model- ...

An implementation of model-predictive control algorithms using TensorFlow 2 - thiagopbueno/tf-mpc.

https://github.com

Model Predictive Control of Non-Linear Systems Using ...

由 R Antão 著作 · 2020 · 被引用 8 次 — This work exploits recent trends on ANN literature using a TensorFlow implementation and shows how they can be efficiently used as support for closed-loop ...

https://www.mdpi.com

Implementing Model Predictive Control In Python ...

Model Predictive Control is an important tool in self-driving cars. It is used to force the vehicle to follow a given trajectory generated by the path ...

https://github.com

HILO-MPC 1.0.1 documentation

This tool can leverage TensorFlow and PyTorch to create machine learning models, and the CasADi framework to efficiently build control and estimation problems.

https://hilo-mpc.github.io

HILO-MPC

HILO-MPC is a toolbox for easy, flexible and fast development of machine-learning-supported optimal control and estimation problems.

https://pypi.org

do-mpc: Towards FAIR nonlinear and robust model ...

由 F Fiedler 著作 · 2023 · 被引用 17 次 — Model predictive control (MPC) ... The neural network is exported as an ONNX model from Tensorflow converted automatically to a discrete-time do-mpc model.

https://www.sciencedirect.com

Model predictive control python toolbox — do-mpc 4.6.5 ...

do-mpc is a comprehensive open-source Python toolbox for robust model predictive control (MPC) and moving horizon estimation (MHE).

https://www.do-mpc.com

Neural Network MPC - python

2021年1月14日 — Edit 01 a) I have tried CASADI + tensorflow model CASADI have a blog of how to use tensorflow model with CASADI. ... Model Predictive Control ...

https://stackoverflow.com

Real-Time Neural MPC: Deep Learning Model Predictive ...

2024年1月6日 — Model Predictive Control (MPC) has become a popular framework in embedded control for high-performance autonomous systems.

https://www.researchgate.net