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| System Identification for Virtual Sensor-Based Model Predictive Control: Application to a 2-DoF Direct-Drive Robotic Arm | May 29, 2025 | Model Predictive Control | —Unverified | 0 | 0 |
| System Level Disturbance Reachable Sets and their Application to Tube-based MPC | Nov 5, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| Taking the human out of decomposition-based optimization via artificial intelligence: Part II. Learning to initialize | Oct 10, 2023 | Active LearningModel Predictive Control | —Unverified | 0 | 0 |
| 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 |
| The Edge of Disaster: A Battle Between Autonomous Racing and Safety | Jun 30, 2022 | Autonomous RacingModel Predictive Control | —Unverified | 0 | 0 |
| The Feasibility of Constrained Reinforcement Learning Algorithms: A Tutorial Study | Apr 15, 2024 | Model Predictive Controlreinforcement-learning | —Unverified | 0 | 0 |
| The guide and the explorer: smart agents for resource-limited iterated batch reinforcement learning | Sep 29, 2021 | AcrobotModel Predictive Control | —Unverified | 0 | 0 |
| 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 |
| Toward 6-DOF Autonomous Underwater Vehicle Energy-Aware Position Control based on Deep Reinforcement Learning: Preliminary Results | Feb 25, 2025 | Deep Reinforcement LearningModel Predictive Control | —Unverified | 0 | 0 |
| Toward Near-Globally Optimal Nonlinear Model Predictive Control via Diffusion Models | Dec 11, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Towards agrobots: Identification of the yaw dynamics and trajectory tracking of an autonomous tractor | Apr 14, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| Towards a modeling, optimization and predictive control framework for fed-batch metabolic cybergenetics | Feb 4, 2023 | Cultural Vocal Bursts Intensity PredictionModel Predictive Control | —Unverified | 0 | 0 |
| Towards an Adaptable and Generalizable Optimization Engine in Decision and Control: A Meta Reinforcement Learning Approach | Jan 4, 2024 | Decision MakingImitation Learning | —Unverified | 0 | 0 |
| Towards a unifying framework for data-driven predictive control with quadratic regularization | Apr 3, 2024 | Model Predictive Control | —Unverified | 0 | 0 |