{"total":25,"rows":[{"id":"2205.02640","title":"Model-Based Deep Learning: On the Intersection of Deep Learning and Optimization","created":"2022-05-05","cited_by_count":50,"area":null},{"id":"2103.04490","title":"Adaptive-Control-Oriented Meta-Learning for Nonlinear Systems","created":"2021-03-07","cited_by_count":39,"area":null},{"id":"2209.10780","title":"Learning Model Predictive Controllers with Real-Time Attention for Real-World Navigation","created":"2022-09-22","cited_by_count":29,"area":null},{"id":"2204.06716","title":"Control-oriented meta-learning","created":"2022-04-14","cited_by_count":17,"area":null},{"id":"2305.09129","title":"Graph Reinforcement Learning for Network Control via Bi-Level Optimization","created":"2023-05-16","cited_by_count":8,"area":null},{"id":"2212.01939","title":"Winning the CityLearn Challenge: Adaptive Optimization with Evolutionary Search under Trajectory-based Guidance","created":"2022-12-04","cited_by_count":7,"area":null},{"id":"2512.03768","title":"Deep Unfolding: Recent Developments, Theory, and Design Guidelines","created":"2025-12-03","cited_by_count":7,"area":null},{"id":"2407.05920","title":"LPGD: A General Framework for Backpropagation through Embedded Optimization Layers","created":"2024-07-08","cited_by_count":6,"area":null},{"id":"2505.21208","title":"Input Convex Kolmogorov Arnold Networks","created":"2025-05-27","cited_by_count":5,"area":null},{"id":"2405.18075","title":"Implicitly Guided Design with PropEn: Match your Data to Follow the Gradient","created":"2024-05-28","cited_by_count":4,"area":null},{"id":"2504.19000","title":"Unveiling and Mitigating Adversarial Vulnerabilities in Iterative Optimizers","created":"2025-04-26","cited_by_count":4,"area":null},{"id":"2109.14675","title":"Data Sharing and Compression for Cooperative Networked Control","created":"2021-09-29","cited_by_count":3,"area":null},{"id":"2208.08883","title":"Data-driven End-to-end Learning of Pole Placement Control for Nonlinear Dynamics via Koopman Invariant Subspaces","created":"2022-08-16","cited_by_count":3,"area":null},{"id":"2311.03350","title":"Differentiable Cutting-plane Layers for Mixed-integer Linear Optimization","created":"2023-11-06","cited_by_count":3,"area":null},{"id":"2407.11069","title":"Combining Federated Learning and Control: A Survey","created":"2024-07-12","cited_by_count":3,"area":null},{"id":"2410.07409","title":"Learning responsibility allocations for multi-agent interactions: A differentiable optimization approach with control barrier functions","created":"2024-10-09","cited_by_count":3,"area":null},{"id":"2309.08700","title":"Wasserstein Distributionally Robust Control Barrier Function using Conditional Value-at-Risk with Differentiable Convex Programming","created":"2023-09-15","cited_by_count":2,"area":null},{"id":"2408.09976","title":"Preference-Optimized Pareto Set Learning for Blackbox Optimization","created":"2024-08-19","cited_by_count":2,"area":null},{"id":"2606.24039","title":"TurboMPC: Fast, Scalable, and Differentiable Model Predictive Control on the GPU","created":"2026-06-23","cited_by_count":2,"area":null},{"id":"2209.04854","title":"Performance-Driven Controller Tuning via Derivative-Free Reinforcement Learning","created":"2022-09-11","cited_by_count":0,"area":null},{"id":"2210.12803","title":"LQGNet: Hybrid Model-Based and Data-Driven Linear Quadratic Stochastic Control","created":"2022-10-23","cited_by_count":0,"area":null},{"id":"2501.14708","title":"Decision-Focused Learning for Complex System Identification: HVAC Management System Application","created":"2025-01-24","cited_by_count":0,"area":null},{"id":"2604.14184","title":"End-to-End Learning-based Operation of Integrated Energy Systems for Buildings and Data Centers","created":"2026-03-31","cited_by_count":0,"area":null},{"id":"2605.17118","title":"Differentiable Optimization Layers for Guaranteed Fairness in Deep Learning","created":"2026-05-16","cited_by_count":0,"area":null},{"id":"2609.23242","title":"Proximal Residual Value Functions for Consistent Planning and Real-Time Execution","created":"2026-09-19","cited_by_count":0,"area":null}],"next_cursor":null}