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| Bayesian LSTM for indoor temperature modeling | Apr 4, 2025 | Model Predictive ControlUncertainty Quantification | —Unverified | 0 | 0 |
| Bayesian model predictive control: Efficient model exploration and regret bounds using posterior sampling | Jun 8, 2020 | modelModel Predictive Control | —Unverified | 0 | 0 |
| Bayesian Optimisation for Robust Model Predictive Control under Model Parameter Uncertainty | Mar 1, 2022 | Bayesian Optimisationmodel | —Unverified | 0 | 0 |
| Behavior Planning of Autonomous Cars with Social Perception | May 2, 2019 | Autonomous VehiclesDecision Making | —Unverified | 0 | 0 |
| Benefits of Feedforward for Model Predictive Airpath Control of Diesel Engines | May 11, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| Beyond Quadratic Costs in LQR: Bregman Divergence Control | May 1, 2025 | Model Predictive Control | —Unverified | 0 | 0 |
| Bias Correction in Deterministic Policy Gradient Using Robust MPC | Apr 6, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| Bidding and Dispatch Strategies with Flexibility Quantification and Pricing for Electric Vehicle Aggregator in Joint Energy-Regulation Market | Nov 4, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Bi-Level Optimization Augmented with Conditional Variational Autoencoder for Autonomous Driving in Dense Traffic | Dec 5, 2022 | Autonomous DrivingGPU | —Unverified | 0 | 0 |
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| Blending MPC & Value Function Approximation for Efficient Reinforcement Learning | Dec 10, 2020 | Model Predictive Controlreinforcement-learning | —Unverified | 0 | 0 |
| Boundary Control of Traffic Congestion Modeled as a Non-stationary Stochastic Process | Mar 26, 2021 | ManagementModel Predictive Control | —Unverified | 0 | 0 |
| Bounding the difference between model predictive control and neural networks | Apr 13, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| Bridging Model-based Safety and Model-free Reinforcement Learning through System Identification of Low Dimensional Linear Models | May 11, 2022 | Autonomous Navigationmodel | —Unverified | 0 | 0 |
| Bridging the Sim-to-real Gap: A Control Framework for Imitation Learning of Model Predictive Control | Mar 25, 2025 | Imitation LearningModel Predictive Control | —Unverified | 0 | 0 |
| Building HVAC Scheduling Using Reinforcement Learning via Neural Network Based Model Approximation | Oct 11, 2019 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Case Studies for Computing Density of Reachable States for Safe Autonomous Motion Planning | Sep 16, 2022 | Autonomous DrivingDensity Estimation | —Unverified | 0 | 0 |
| Causal, Stochastic MPC for Wave Energy Converters | May 6, 2023 | Model Predictive Control | —Unverified | 0 | 0 |
| Causal Tracking of Distributions in Wasserstein Space: A Model Predictive Control Scheme | Mar 23, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Cautious Bayesian MPC: Regret Analysis and Bounds on the Number of Unsafe Learning Episodes | Jun 5, 2020 | Model Predictive Control | —Unverified | 0 | 0 |
| Cautious NMPC with Gaussian Process Dynamics for Autonomous Miniature Race Cars | Nov 17, 2017 | Model Predictive Control | —Unverified | 0 | 0 |
| CAV Traffic Control to Mitigate the Impact of Congestion from Bottlenecks: A Linear Quadratic Regulator Approach and Microsimulation Study | Jun 17, 2023 | Model Predictive Control | —Unverified | 0 | 0 |
| Certified machine learning: A posteriori error estimation for physics-informed neural networks | Mar 31, 2022 | BIG-bench Machine LearningModel Predictive Control | —Unverified | 0 | 0 |