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Model Predictive Control

Papers

Showing 12511300 of 1582 papers

TitleStatusHype
Synthesis of Model Predictive Control and Reinforcement Learning: Survey and Classification0
System Identification for Virtual Sensor-Based Model Predictive Control: Application to a 2-DoF Direct-Drive Robotic Arm0
System Level Disturbance Reachable Sets and their Application to Tube-based MPC0
Taking the human out of decomposition-based optimization via artificial intelligence: Part II. Learning to initialize0
Task-optimal data-driven surrogate models for eNMPC via differentiable simulation and optimization0
The Artificial Neural Twin -- Process Optimization and Continual Learning in Distributed Process Chains0
The Balanced Mode Decomposition Algorithm for Data-Driven LPV Low-Order Models of Aeroservoelastic Systems0
The Bayesian Separation Principle for Data-driven Control0
The Challenges of Exploration for Offline Reinforcement Learning0
The Edge of Disaster: A Battle Between Autonomous Racing and Safety0
The Feasibility of Constrained Reinforcement Learning Algorithms: A Tutorial Study0
The guide and the explorer: smart agents for resource-limited iterated batch reinforcement learning0
Thermal-aware Workload Distribution for Data Centers with Demand Variations0
Data-driven predictive control in a stochastic setting: a unified framework0
The Unscented Transform Controller: a new model predictive control law for highly nonlinear systems0
Time-Constrained Model Predictive Control for Autonomous Satellite Rendezvous, Proximity Operations, and Docking0
Time Reversal as Self-Supervision0
Time-Series-Informed Closed-loop Learning for Sequential Decision Making and Control0
Time-Varying Convex Optimization with O(n) Computational Complexity0
Toward 6-DOF Autonomous Underwater Vehicle Energy-Aware Position Control based on Deep Reinforcement Learning: Preliminary Results0
Toward Near-Globally Optimal Nonlinear Model Predictive Control via Diffusion Models0
Towards agrobots: Identification of the yaw dynamics and trajectory tracking of an autonomous tractor0
Towards a modeling, optimization and predictive control framework for fed-batch metabolic cybergenetics0
Towards an Adaptable and Generalizable Optimization Engine in Decision and Control: A Meta Reinforcement Learning Approach0
Towards a unifying framework for data-driven predictive control with quadratic regularization0
Toward Scalable Multirobot Control: Fast Policy Learning in Distributed MPC0
Towards Event-Triggered NMPC for Efficient 6G Communications: Experimental Results and Open Problems0
Towards explainable data-driven predictive control with regularizations0
Data-Efficient Learning for Complex and Real-Time Physical Problem Solving using Augmented Simulation0
Towards Indirect Data-Driven Predictive Control for Heating Phase of Thermoforming Process0
Toward smart composites: small-scale, untethered prediction and control for soft sensor/actuator systems0
Towards model predictive control of supercritical CO2 cycles0
Towards Scalable & Efficient Interaction-Aware Planning in Autonomous Vehicles using Knowledge Distillation0
Toward Transactive Control of Coupled Electric Power and District Heating Networks0
Tractable robust MPC design based on nominal predictions0
Traffic Control via Connected and Automated Vehicles: An Open-Road Field Experiment with 100 CAVs0
Trajectory Generation and Tracking based on Energy Minimization for a Four-Link Brachiation Robot0
Trajectory planning with a dynamic obstacle clustering strategy using Mixed-Integer Linear Programming0
Trajectory Planning with Model Predictive Control for Obstacle Avoidance Considering Prediction Uncertainty0
Trajectory Tracking for UAVs: An Interpolating Control Approach0
Transferable Force-Torque Dynamics Model for Peg-in-hole Task0
Transfer Learning in Transformer-Based Demand Forecasting For Home Energy Management System0
Transformer-based Model Predictive Control: Trajectory Optimization via Sequence Modeling0
Transient performance of MPC for tracking without terminal constraints0
Transient Performance of Tube-based Robust Economic Model Predictive Control0
Modeling and Predictive Control for the Treatment of Hyperthyroidism0
Truthful and Faithful Monetary Policy for a Stablecoin Conducted by a Decentralised, Encrypted Artificial Intelligence0
TS-MPC for Autonomous Vehicle using a Learning Approach0
Tutorial: Implementando Controladores Preditivos Não Lineares através do Ferramental LPV0
UAV Path Planning Employing MPC- Reinforcement Learning Method Considering Collision Avoidance0
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