{"total":24,"rows":[{"id":"2111.13557","title":"On Recurrent Neural Networks for learning-based control: recent results and ideas for future developments","created":"2021-11-26","cited_by_count":14,"area":null},{"id":"2401.14029","title":"Towards a Systems Theory of Algorithms","created":"2024-01-25","cited_by_count":7,"area":null},{"id":"2104.13901","title":"Symbolic Abstractions From Data: A PAC Learning Approach","created":"2021-04-28","cited_by_count":6,"area":null},{"id":"2310.02918","title":"Learning-Aided Warmstart of Model Predictive Control in Uncertain Fast-Changing Traffic","created":"2023-10-04","cited_by_count":4,"area":null},{"id":"2103.14110","title":"Robust Data-Driven Predictive Control using Reachability Analysis","created":"2021-03-25","cited_by_count":3,"area":null},{"id":"2303.17618","title":"Data-driven abstractions via adaptive refinements and a Kantorovich metric [extended version]","created":"2023-03-30","cited_by_count":3,"area":null},{"id":"2505.15863","title":"Generative AI for Autonomous Driving: A Review","created":"2025-05-21","cited_by_count":3,"area":null},{"id":"2403.01768","title":"Canonical Form of Datatic Description in Control Systems","created":"2024-03-04","cited_by_count":2,"area":null},{"id":"2406.00234","title":"Learning to Stabilize Unknown LTI Systems on a Single Trajectory under Stochastic Noise","created":"2024-05-31","cited_by_count":2,"area":null},{"id":"2106.10533","title":"Learning to Reach, Swim, Walk and Fly in One Trial: Data-Driven Control with Scarce Data and Side Information","created":"2021-06-19","cited_by_count":1,"area":null},{"id":"2506.23703","title":"A New Perspective On AI Safety Through Control Theory Methodologies","created":"2025-06-30","cited_by_count":1,"area":null},{"id":"2102.09111","title":"Online Optimization and Ambiguity-based Learning of Distributionally Uncertain Dynamic Systems","created":"2021-02-18","cited_by_count":0,"area":null},{"id":"2303.04777","title":"LMI-based Data-Driven Robust Model Predictive Control","created":"2023-03-08","cited_by_count":0,"area":null},{"id":"2308.08138","title":"Data-Driven Adversarial Online Control for Unknown Linear Systems","created":"2023-08-16","cited_by_count":0,"area":null},{"id":"2309.08642","title":"A Stochastic Online Forecast-and-Optimize Framework for Real-Time Energy Dispatch in Virtual Power Plants under Uncertainty","created":"2023-09-15","cited_by_count":0,"area":null},{"id":"2404.06732","title":"Enhancing Safety in Mixed Traffic: Learning-Based Modeling and Efficient Control of Autonomous and Human-Driven Vehicles","created":"2024-04-10","cited_by_count":0,"area":null},{"id":"2412.01783","title":"Transfer Learning for Control Systems via Neural Simulation Relations","created":"2024-12-02","cited_by_count":0,"area":null},{"id":"2501.15849","title":"Data-Driven Prediction and Control of Hammerstein-Wiener Systems with Implicit Gaussian Processes","created":"2025-01-27","cited_by_count":0,"area":null},{"id":"2504.08484","title":"Interpolation Conditions for Data Consistency and Prediction in Noisy Linear Systems","created":"2025-04-11","cited_by_count":0,"area":null},{"id":"2511.05757","title":"Zero-Shot Function Encoder-Based Differentiable Predictive Control","created":"2025-11-07","cited_by_count":0,"area":null},{"id":"2511.09242","title":"Robust Least-Squares Optimization for Data-Driven Predictive Control: A Geometric Approach","created":"2025-11-12","cited_by_count":0,"area":null},{"id":"2604.17213","title":"Symplectic Inductive Bias for Data-Driven Target Reachability in Hamiltonian Systems","created":"2026-04-19","cited_by_count":0,"area":null},{"id":"2606.11596","title":"Model-Based and Data-Driven Hierarchical Control and Topology Co-Design for Robust Networked Systems","created":"2026-06-10","cited_by_count":0,"area":null},{"id":"2608.10332","title":"Topological Feasibility Guarantees for Differentiable Predictive Control","created":"2026-08-11","cited_by_count":0,"area":null}],"next_cursor":null}