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Model Predictive Control

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TitleStatusHype
Global Convergence of Online Optimization for Nonlinear Model Predictive Control—0
Online Learning for Predictive Control with Provable Regret Guarantees—0
Real-world challenges for multi-agent reinforcement learning in grid-interactive buildings—0
Data-driven synthesis of Robust Invariant Sets and Controllers—0
Batch Model Predictive Control for Selective Laser Melting—0
Performance bounds of adaptive MPC with bounded parameter uncertainties—0
Eco-Coasting Strategies Using Road Grade Preview: Evaluation and Online Implementation Based on Mixed Integer Model Predictive Control—0
Relative Distributed Formation and Obstacle Avoidance with Multi-agent Reinforcement Learning—0
Reliably-stabilizing piecewise-affine neural network controllers—0
Optimized adaptive MPC for lateral control of autonomous vehiclesCode1
System Level Synthesis-based Robust Model Predictive Control through Convex Inner ApproximationCode1
Model Predictive Control for a Medium-head Hydropower Plant Hybridized with Battery Energy Storage to Reduce Penstock Fatigue—0
A Comparison of Model-Free and Model Predictive Control for Price Responsive Water Heaters—0
Optimization of the Model Predictive Control Meta-Parameters Through Reinforcement Learning—0
System Level Disturbance Reachable Sets and their Application to Tube-based MPC—0
Stress-informed Control of Medium- and High-head Hydropower Plants to Reduce Penstock Fatigue—0
Learning Model Predictive Controllers for Real-Time Ride-Hailing Vehicle Relocation and Pricing Decisions—0
Artificial Neural Network-Based Voltage Control of DC/DC Converter for DC Microgrid Applications—0
Recurrent Neural Network Training with Convex Loss and Regularization Functions by Extended Kalman Filtering—0
Load Restoration in Islanded Microgrids: Formulation and Solution Strategies—0
Learning to Operate an Electric Vehicle Charging Station Considering Vehicle-grid Integration—0
DDK: A Deep Koopman Approach for Dynamics Modeling and Trajectory Tracking of Autonomous Vehicles—0
Distributional Robustness Regularized Scenario Optimization with Application to Model Predictive Control—0
Decentralized Thermal Control of Buildings—0
Experimental implementation of an emission-aware prosumer with online flexibility quantification and provision—0
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