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Model Predictive Control

Papers

Showing 201225 of 1582 papers

TitleStatusHype
Bilinear Data-Driven Min-Max MPC: Designing Rational Controllers via Sum-of-squares Optimization0
Reducing the Communication of Distributed Model Predictive Control: Autoencoders and Formation Control0
Conformal Data-driven Control of Stochastic Multi-Agent Systems under Collaborative Signal Temporal Logic SpecificationsCode0
Learning Flatness-Preserving Residuals for Pure-Feedback SystemsCode0
Persistently Exciting Data-Driven Model Predictive Control0
Model Predictive Building Climate Control for Mitigating Heat Pump Noise Pollution (Extended Version)0
Energy Aware and Safe Path Planning for Unmanned Aircraft Systems0
Taming High-Dimensional Dynamics: Learning Optimal Projections onto Spectral SubmanifoldsCode0
Bayesian LSTM for indoor temperature modeling0
System Level Synthesis for Affine Control Policies: Model Based and Data-Driven SettingsCode0
Deep Learning Model Predictive Control for Deep Brain Stimulation in Parkinson's Disease0
Stochastic Model Predictive Control of Charging Energy Hubs with Conformal Prediction0
Reinforcement learning for robust dynamic metabolic control0
Learning-Based Approximate Nonlinear Model Predictive Control Motion Cueing0
Semi-Data-Driven Model Predictive Control: A Physics-Informed Data-Driven Control ApproachCode0
An ANN-Enhanced Approach for Flatness-Based Constrained Control of Nonlinear Systems0
Distributed Model Predictive Control for Dynamic Cooperation of Multi-Agent SystemsCode0
Disturbance-adaptive Model Predictive Control for Bounded Average Constraint Violations0
Output-feedback model predictive control under dynamic uncertainties using integral quadratic constraintsCode0
Intent-Aware MPC for Aircraft Detect-and-Avoid with Response Delay: A Comparative Study with ACAS Xu0
Multi-stage model predictive control for slug flow crystallizers using uncertainty-aware surrogate models0
Towards explainable data-driven predictive control with regularizations0
Model Predictive Control for Tracking Bounded References With Arbitrary Dynamics0
Model-free Vehicle Rollover Prevention: A Data-driven Predictive Control Approach0
Event-Triggered Nonlinear Model Predictive Control for Cooperative Cable-Suspended Payload Transportation with Multi-Quadrotors0
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