Input Convex Neural Networks for Building MPC

26 November 2020

Papers citing "Input Convex Neural Networks for Building MPC"

8 / 8 papers shown

Title
Motion Planning for Autonomous Vehicles: When Model Predictive Control Meets Ensemble Kalman Smoothing Iman Askari Yebin Wang Vedeng M. Deshpande H. Fang 21 1 0 10 May 2025
On the Depth of Monotone ReLU Neural Networks and ICNNs Egor Bakaev Florestan Brunck Christoph Hertrich Daniel Reichman Amir Yehudayoff 26 0 0 09 May 2025
A Penalty-Based Guardrail Algorithm for Non-Decreasing Optimization with Inequality Constraints Ksenija Stepanovic Wendelin Bohmer Mathijs de Weerdt 22 0 0 03 May 2024
Model Predictive Inferential Control of Neural State-Space Models for Autonomous Vehicle Motion Planning Iman Askari Xumein Tu Shen Zeng Shen Zeng Huazhen Fang 16 5 0 12 Oct 2023
MetaEMS: A Meta Reinforcement Learning-based Control Framework for Building Energy Management System Huiliang Zhang Di Wu Benoit Boulet 21 6 0 23 Oct 2022
Physically Consistent Neural Networks for building thermal modeling: theory and analysis L. D. Natale B. Svetozarevic Philipp Heer Colin N. Jones PINN AI4CE 57 84 0 06 Dec 2021
Physics-informed linear regression is competitive with two Machine Learning methods in residential building MPC Felix Bünning B. Huber Adrian Schalbetter Ahmed Aboudonia Mathias Hudoba de Badyn Philipp Heer Roy S. Smith John Lygeros AI4CE 19 65 0 29 Oct 2021
Input Convex Neural Networks Brandon Amos Lei Xu J. Zico Kolter 187 599 0 22 Sep 2016