| Safety Verification and Navigation for Autonomous Vehicles based on Signal Temporal Logic Constraints | Sep 16, 2024 | Autonomous VehiclesModel Predictive Control | —Unverified | 0 | 0 |
| ProSpec RL: Plan Ahead, then Execute | Jul 31, 2024 | Model Predictive ControlReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Comparative Analysis of Black-Box Optimization Methods for Weather Intervention Design | May 16, 2025 | Bayesian OptimizationEfficient Exploration | —Unverified | 0 | 0 |
| ABC-LMPC: Safe Sample-Based Learning MPC for Stochastic Nonlinear Dynamical Systems with Adjustable Boundary Conditions | Mar 3, 2020 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| A Benchmark for the Application of Distributed Control Techniques to the Electricity Network of the European Economic Area | Mar 21, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| AC4MPC: Actor-Critic Reinforcement Learning for Nonlinear Model Predictive Control | Jun 6, 2024 | Model Predictive Controlreinforcement-learning | —Unverified | 0 | 0 |
| Accelerated Deep Reinforcement Learning Based Load Shedding for Emergency Voltage Control | Jun 22, 2020 | Computational EfficiencyDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Accelerating soft-constrained MPC for linear systems through online constraint removal | Oct 23, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Accelerating the Evolution of Personalized Automated Lane Change through Lesson Learning | May 13, 2024 | Computational EfficiencyModel Predictive Control | —Unverified | 0 | 0 |
| A comparative study of model approximation methods applied to economic MPC | Jun 21, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| A comparison of methods to eliminate regularization weight tuning from data-enabled predictive control | May 1, 2023 | Model Predictive Control | —Unverified | 0 | 0 |
| A Comparison of Model-Free and Model Predictive Control for Price Responsive Water Heaters | Nov 8, 2021 | CPUmodel | —Unverified | 0 | 0 |
| A Comparison of Strategies to Embed Physics-Informed Neural Networks in Nonlinear Model Predictive Control Formulations Solved via Direct Transcription | Jan 10, 2025 | Model Predictive Control | —Unverified | 0 | 0 |
| A computational framework for optimal and Model Predictive Control of stochastic gene regulatory networks | Sep 17, 2024 | Computational EfficiencyModel Predictive Control | —Unverified | 0 | 0 |
| A Computationally Efficient Robust Model Predictive Control Framework for Ecological Adaptive Cruise Control Strategy of Electric Vehicles | Nov 21, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| A Conflicts-free, Speed-lossless KAN-based Reinforcement Learning Decision System for Interactive Driving in Roundabouts | Aug 15, 2024 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 | 0 |
| A Consistency Constraint-Based Approach to Coupled State Constraints in Distributed Model Predictive Control | Aug 24, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| A Contraction-constrained Model Predictive Control for Nonlinear Processes using Disturbance Forecasts | May 9, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| A Contraction-constrained Model Predictive Control for Multi-timescale Nonlinear Processes | May 9, 2022 | Model Predictive ControlPrediction | —Unverified | 0 | 0 |
| A Cooperation-Aware Lane Change Method for Autonomous Vehicles | Jan 26, 2022 | Autonomous VehiclesModel Predictive Control | —Unverified | 0 | 0 |
| A Cooperation-Aware Lane Change Method for Automated Vehicles | Mar 1, 2023 | Model Predictive ControlMotion Planning | —Unverified | 0 | 0 |
| A Critical Review of Traffic Signal Control and A Novel Unified View of Reinforcement Learning and Model Predictive Control Approaches for Adaptive Traffic Signal Control | Nov 26, 2022 | Model Predictive ControlTraffic Signal Control | —Unverified | 0 | 0 |
| Acting upon Imagination: when to trust imagined trajectories in model based reinforcement learning | May 12, 2021 | Model-based Reinforcement LearningModel Predictive Control | —Unverified | 0 | 0 |
| Active Exploration for Robotic Manipulation | Oct 23, 2022 | Model-based Reinforcement LearningModel Predictive Control | —Unverified | 0 | 0 |
| Active exploration in adaptive model predictive control | Mar 31, 2020 | modelModel Predictive Control | —Unverified | 0 | 0 |