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| Task-optimal data-driven surrogate models for eNMPC via differentiable simulation and optimization | Mar 21, 2024 | Model Predictive ControlReinforcement Learning (RL) | —Unverified | 0 | 0 |
| The Artificial Neural Twin -- Process Optimization and Continual Learning in Distributed Process Chains | Mar 27, 2024 | Continual LearningModel Predictive Control | —Unverified | 0 | 0 |
| The Balanced Mode Decomposition Algorithm for Data-Driven LPV Low-Order Models of Aeroservoelastic Systems | Feb 7, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| The Bayesian Separation Principle for Data-driven Control | Sep 25, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| The Challenges of Exploration for Offline Reinforcement Learning | Jan 27, 2022 | Model Predictive ControlOffline RL | —Unverified | 0 | 0 |
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| The Feasibility of Constrained Reinforcement Learning Algorithms: A Tutorial Study | Apr 15, 2024 | Model Predictive Controlreinforcement-learning | —Unverified | 0 | 0 |
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| Thermal-aware Workload Distribution for Data Centers with Demand Variations | Aug 24, 2023 | Model Predictive Control | —Unverified | 0 | 0 |
| Data-driven predictive control in a stochastic setting: a unified framework | Mar 21, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| The Unscented Transform Controller: a new model predictive control law for highly nonlinear systems | Jul 21, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| Time-Constrained Model Predictive Control for Autonomous Satellite Rendezvous, Proximity Operations, and Docking | Jan 22, 2025 | Model Predictive Control | —Unverified | 0 | 0 |
| Time Reversal as Self-Supervision | Oct 2, 2018 | Model Predictive Control | —Unverified | 0 | 0 |
| Time-Series-Informed Closed-loop Learning for Sequential Decision Making and Control | Dec 3, 2024 | Bayesian OptimizationDecision Making | —Unverified | 0 | 0 |
| Time-Varying Convex Optimization with O(n) Computational Complexity | Oct 19, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
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| Toward Scalable Multirobot Control: Fast Policy Learning in Distributed MPC | Dec 27, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
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| Towards explainable data-driven predictive control with regularizations | Mar 27, 2025 | Model Predictive Control | —Unverified | 0 | 0 |
| Data-Efficient Learning for Complex and Real-Time Physical Problem Solving using Augmented Simulation | Nov 14, 2020 | Deep Reinforcement LearningModel Predictive Control | —Unverified | 0 | 0 |
| Towards Indirect Data-Driven Predictive Control for Heating Phase of Thermoforming Process | Jul 24, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Toward smart composites: small-scale, untethered prediction and control for soft sensor/actuator systems | May 22, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| Towards model predictive control of supercritical CO2 cycles | Aug 27, 2021 | modelModel Predictive Control | —Unverified | 0 | 0 |
| Towards Scalable & Efficient Interaction-Aware Planning in Autonomous Vehicles using Knowledge Distillation | Apr 2, 2024 | Autonomous VehiclesDecision Making | —Unverified | 0 | 0 |
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| Tractable robust MPC design based on nominal predictions | Apr 13, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| Traffic Control via Connected and Automated Vehicles: An Open-Road Field Experiment with 100 CAVs | Feb 26, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Trajectory Generation and Tracking based on Energy Minimization for a Four-Link Brachiation Robot | Aug 11, 2023 | Model Predictive Control | —Unverified | 0 | 0 |
| Trajectory planning with a dynamic obstacle clustering strategy using Mixed-Integer Linear Programming | Sep 16, 2020 | ClusteringCollision Avoidance | —Unverified | 0 | 0 |
| Trajectory Planning with Model Predictive Control for Obstacle Avoidance Considering Prediction Uncertainty | Apr 27, 2025 | Collision AvoidanceModel Predictive Control | —Unverified | 0 | 0 |
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| Transferable Force-Torque Dynamics Model for Peg-in-hole Task | Nov 30, 2019 | Model-based Reinforcement LearningModel Predictive Control | —Unverified | 0 | 0 |
| Transfer Learning in Transformer-Based Demand Forecasting For Home Energy Management System | Oct 29, 2023 | Demand Forecastingenergy management | —Unverified | 0 | 0 |
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| Transient Performance of Tube-based Robust Economic Model Predictive Control | Feb 18, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| Modeling and Predictive Control for the Treatment of Hyperthyroidism | Dec 20, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
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| Tutorial: Implementando Controladores Preditivos Não Lineares através do Ferramental LPV | Apr 28, 2023 | Model Predictive Control | —Unverified | 0 | 0 |
| UAV Path Planning Employing MPC- Reinforcement Learning Method Considering Collision Avoidance | Feb 21, 2023 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 | 0 |