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Model Predictive Control

Papers

Showing 14511475 of 1582 papers

TitleStatusHype
Infinite-Horizon Differentiable Model Predictive Control0
Aggressive Perception-Aware Navigation using Deep Optical Flow Dynamics and PixelMPC0
Information Theoretic Model Predictive Q-Learning0
Dual Stochastic MPC for Systems with Parametric and Structural Uncertainty0
Safe and Fast Tracking on a Robot Manipulator: Robust MPC and Neural Network Control0
Learning Convex Optimization Control Policies0
Reduced Switching-Frequency Modulation Design for Model Predictive Control Based Modular Multilevel Converters0
When Your Robot Breaks: Active Learning During Plant Failure0
Fallback Strategies in Operation Control of Microgrids with Communication Failures0
Neural Network Based Explicit MPC for Chemical Reactor Control0
Exploiting Model Sparsity in Adaptive MPC: A Compressed Sensing Viewpoint0
Driving Style Encoder: Situational Reward Adaptation for General-Purpose Planning in Automated Driving0
Transferable Force-Torque Dynamics Model for Peg-in-hole Task0
A Neural Network Architecture to Learn Explicit MPC Controllers from Data0
Dissipativity in economic model predictive control: beyond steady-state optimality0
Robust Learning-based Predictive Control for Discrete-time Nonlinear Systems with Unknown Dynamics and State Constraints0
Robust Learning Model Predictive Control for Linear Systems Performing Iterative Tasks0
Fast Non-Parametric Learning to Accelerate Mixed-Integer Programming for Online Hybrid Model Predictive Control0
Robust Adaptive Model Predictive Control with Worst-Case Cost0
Driving Reinforcement Learning with ModelsCode0
Online learning-based Model Predictive Control with Gaussian Process Models and Stability Guarantees0
Distributed Model Predictive Safety Certification for Learning-based Control0
AReN: Assured ReLU NN Architecture for Model Predictive Control of LTI Systems0
Probabilistic performance validation of deep learning-based robust NMPC controllers0
Large Scale Model Predictive Control with Neural Networks and Primal Active Sets0
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