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Model Predictive Control

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TitleStatusHype
Network-Realized Model Predictive Control Part II: Distributed Constraint Management—0
Network-Realized Model Predictive Control Part I: NRF-Enabled Closed-loop Decomposition—0
Feature Engineering Approach to Building Load Prediction: A Case Study for Commercial Building Chiller Plant Optimization in Tropical Weather—0
Robot Deformable Object Manipulation via NMPC-generated Demonstrations in Deep Reinforcement Learning—0
Rolling Ahead Diffusion for Traffic Scene Simulation—0
Safe Reinforcement Learning-based Control for Hydrogen Diesel Dual-Fuel Engines—0
A view on learning robust goal-conditioned value functions: Interplay between RL and MPCCode0
Stochastic MPC with Online-optimized Policies and Closed-loop Guarantees—0
Machine learning-based hybrid dynamic modeling and economic predictive control of carbon capture process for ship decarbonization—0
Distributionally Robust Model Predictive Control with Mixture of Gaussian Processes—0
Dynamic Incentive Selection for Hierarchical Convex Model Predictive ControlCode0
Output-Feedback Full-State Targeting Model Predictive Control for Station-Keeping on Near-Rectilinear Halo Orbits—0
Adaptive Output Feedback MPC with Guaranteed Stability and Robustness—0
A Neural Network-based Multi-timestep Command Governor for Nonlinear Systems with Constraints—0
Robust contraction-based model predictive control for nonlinear systems—0
Reachability-Based Contingency Planning against Multi-Modal Predictions with Branch MPC—0
Synthesis of Model Predictive Control and Reinforcement Learning: Survey and Classification—0
Gaussian processes for dynamics learning in model predictive control—0
Generalizable and Fast Surrogates: Model Predictive Control of Articulated Soft Robots using Physics-Informed Neural Networks—0
End-to-End Imitation Learning for Optimal Asteroid Proximity Operations—0
Nonlinear receding-horizon differential game for drone racing along a three-dimensional path—0
Model-Free Predictive Control: Introductory Algebraic Calculations, and a Comparison with HEOL and ANNs—0
Fully Distributed and Quantized Algorithm for MPC-based Autonomous Vehicle Platooning Optimization—0
Economic Nonlinear Model Predictive Control of Prosumer District Heating Networks: The Extended Version—0
Coalitional model predictive control of an irrigation canal—0
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