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Model Predictive Control

Papers

Showing 201250 of 1582 papers

TitleStatusHype
Bilinear Data-Driven Min-Max MPC: Designing Rational Controllers via Sum-of-squares Optimization0
Real-Time Model Predictive Control for the Swing-Up Problem of an Underactuated Double Pendulum0
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
Bayesian LSTM for indoor temperature modeling0
Taming High-Dimensional Dynamics: Learning Optimal Projections onto Spectral SubmanifoldsCode0
Energy Aware and Safe Path Planning for Unmanned Aircraft Systems0
System Level Synthesis for Affine Control Policies: Model Based and Data-Driven SettingsCode0
Learning-Based Approximate Nonlinear Model Predictive Control Motion Cueing0
Semi-Data-Driven Model Predictive Control: A Physics-Informed Data-Driven Control ApproachCode0
Reinforcement learning for robust dynamic metabolic control0
Stochastic Model Predictive Control of Charging Energy Hubs with Conformal Prediction0
Deep Learning Model Predictive Control for Deep Brain Stimulation in Parkinson's Disease0
Distributed Model Predictive Control for Dynamic Cooperation of Multi-Agent SystemsCode0
An ANN-Enhanced Approach for Flatness-Based Constrained Control of Nonlinear Systems0
Output-feedback model predictive control under dynamic uncertainties using integral quadratic constraintsCode0
Disturbance-adaptive Model Predictive Control for Bounded Average Constraint Violations0
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
Event-Triggered Nonlinear Model Predictive Control for Cooperative Cable-Suspended Payload Transportation with Multi-Quadrotors0
Model-free Vehicle Rollover Prevention: A Data-driven Predictive Control Approach0
Bridging the Sim-to-real Gap: A Control Framework for Imitation Learning of Model Predictive Control0
Optimal Path Planning and Cost Minimization for a Drone Delivery System Via Model Predictive Control0
Iterative Learning Predictive Control for Constrained Uncertain Systems0
Optimal Safe Sequencing and Motion Control for Mixed Traffic Roundabouts0
Robust Tube-based Control Strategy for Vision-guided Autonomous Vehicles0
QSID-MPC: Model Predictive Control with System Identification from Quantized Data0
Constraint Horizon in Model Predictive Control0
An AI-enabled dual-hormone model predictive control algorithm that delivers insulin and pramlintide0
Adaptive Koopman Model Predictive Control of Simple Serial RobotsCode0
Stabilizing NMPC Approaches for Underactuated Mechanical Systems on the SE(3) Manifold0
A Unifying Complexity-Certification Framework for Branch-and-Bound Algorithms for Mixed-Integer Linear and Quadratic Programming0
Parallel Domain-Decomposition Algorithms for Complexity Certification of Branch-and-Bound Algorithms for Mixed-Integer Linear and Quadratic Programming0
Exploiting Prior Knowledge in Preferential Learning of Individualized Autonomous Vehicle Driving Styles0
Diffusion-Based Forecasting for Uncertainty-Aware Model Predictive Control0
Priority-driven Constraints Softening in Safe MPC for Perturbed Systems0
Variable Time-Step MPC for Agile Multi-Rotor UAV Interception of Dynamic Targets0
Local-Global Learning of Interpretable Control Policies: The Interface between MPC and Reinforcement Learning0
Layered Nonlinear Model Predictive Control for Robust Stabilization of Hybrid Systems0
Ensemble Kalman-Bucy filtering for nonlinear model predictive control0
Diffusion Dynamics Models with Generative State Estimation for Cloth Manipulation0
Six-DoF Stewart Platform Motion Simulator Control using Switchable Model Predictive Control0
Learning-Based MPC for Fuel Efficient Control of Autonomous Vehicles with Discrete Gear SelectionCode0
Robust Model Predictive Control of Fast Lithium-ion Battery Pretreatment for Safe Recycling0
Adaptive model predictive control for traffic signal timing with unknown demand and parameters0
A nonlinear real time capable motion cueing algorithm based on deep reinforcement learning0
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