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Model Predictive Control

Papers

Showing 10511100 of 1582 papers

TitleStatusHype
Simultaneous Lane-Keeping and Obstacle Avoidance by Combining Model Predictive Control and Control Barrier Functions0
Bounding the difference between model predictive control and neural networks0
Safety in Augmented Importance Sampling: Performance Bounds for Robust MPPI0
Overall Complexity Certification of a Standard Branch and Bound Method for Mixed-Integer Quadratic Programming0
Parameter Filter-based Event-triggered Learning0
Scalable tube model predictive control of uncertain linear systems using ellipsoidal sets0
Computationally efficient robust MPC using optimized constraint tightening0
Online No-regret Model-Based Meta RL for Personalized Navigation0
Self-triggered MPC robust to bounded packet loss via a min-max approach: extended version0
Machine Learning Integrated with Model Predictive Control for Imitative Optimal Control of Compression Ignition Engines0
Functional Stability of Discounted Markov Decision Processes Using Economic MPC Dissipativity Theory0
Model Predictive Control for Fluid Human-to-Robot Handovers0
Deep Learning based Model Predictive Control for Compression Ignition Engines0
Certified machine learning: A posteriori error estimation for physics-informed neural networks0
Optimal Management of a Smart Port with Shore-Connection and Hydrogen Supplying by Stochastic Model Predictive Control0
Data-Driven Model Predictive Control for Linear Time-Periodic Systems0
Impact of Information Flow Topology on Safety of Tightly-coupled Connected and Automated Vehicle Platoons Utilizing Stochastic Control0
Safe Hierarchical Model Predictive Control and Planning for Autonomous Systems0
Research on Flexibility Margin of Electric-Hydrogen Coupling Energy Block Based on Model Predictive Control0
Flexible development and evaluation of machine-learning-supported optimal control and estimation methods via HILO-MPC0
Safe and Efficient Model Predictive Control Using Neural Networks: An Interior Point Approach0
State and parameter estimation for retinal laser treatment0
Distributionally Robust Model Predictive Control with Total Variation Distance0
Identification of Friction Models for MPC-based Control of a PowerCube Serial Robot0
Data-driven predictive control in a stochastic setting: a unified framework0
Autonomous Wheel Loader Trajectory Tracking Control Using LPV-MPC0
A distributionally robust optimization approach to two-sided chance constrained stochastic model predictive control with unknown noise distribution0
Reinforcement Learning for Optimal Control of a District Cooling Energy Plant0
Model predictive control and moving horizon estimation for adaptive optimal bolus feeding in high-throughput cultivation of E. coli0
A novel constraint tightening approach for robust data-driven predictive control0
Adaptive Model Predictive Control by Learning Classifiers0
Multi-step dual control for exploration and exploitation in autonomous search with convergence guarantee0
Learning Solution Manifolds for Control Problems via Energy Minimization0
Bayesian Learning Approach to Model Predictive Control0
Autonomous and Resilient Control for Optimal LEO Satellite Constellation Coverage Against Space Threats0
Stochastic Model Predictive Control using Initial State Optimization0
Learning Stochastic Parametric Differentiable Predictive Control Policies0
Recursively feasible stochastic predictive control using an interpolating initial state constraint -- extended version0
Bayesian Optimisation for Robust Model Predictive Control under Model Parameter Uncertainty0
Distributed-MPC with Data-Driven Estimation of Bus Admittance Matrix in Voltage Control0
Parameter estimation and model reduction for retinal laser treatment0
Model predictive control for retinal laser treatment at 1 kHz0
Model Predictive Control with Preview: Recursive Feasibility and Stability0
Data-driven distributed MPC of dynamically coupled linear systems0
Reinforcement Learning from Demonstrations by Novel Interactive Expert and Application to Automatic Berthing Control Systems for Unmanned Surface Vessel0
Station-keeping of L_2 halo orbits under sampled-data model predictive control0
Hierarchical MPC for coupled subsystems using adjustable tubes0
A Pricing Rule for Third-Party Platoon Coordination Service Provider0
Event-Triggered Distributed Model Predictive Control for Platoon Coordination at Hubs in a Transport System0
A Safe Control Architecture Based on a Model Predictive Control Supervisor for Autonomous Driving0
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