{"total":21,"rows":[{"id":"2306.13867","title":"Physics-Informed Machine Learning for Modeling and Control of Dynamical Systems","created":"2023-06-24","cited_by_count":28,"area":null},{"id":"2201.09562","title":"GoSafeOpt: Scalable Safe Exploration for Global Optimization of Dynamical Systems","created":"2022-01-24","cited_by_count":17,"area":null},{"id":"2210.00762","title":"Meta-Learning Priors for Safe Bayesian Optimization","created":"2022-10-03","cited_by_count":14,"area":null},{"id":"2101.07825","title":"Safe and Efficient Model-free Adaptive Control via Bayesian Optimization","created":"2021-01-19","cited_by_count":10,"area":null},{"id":"2106.04618","title":"EXPObench: Benchmarking Surrogate-based Optimisation Algorithms on Expensive Black-box Functions","created":"2021-06-08","cited_by_count":9,"area":null},{"id":"2306.07092","title":"Tuning Legged Locomotion Controllers via Safe Bayesian Optimization","created":"2023-06-12","cited_by_count":9,"area":null},{"id":"2301.12099","title":"Violation-Aware Contextual Bayesian Optimization for Controller Performance Optimization with Unmodeled Constraints","created":"2023-01-28","cited_by_count":6,"area":null},{"id":"2102.12792","title":"Mixed Variable Bayesian Optimization with Frequency Modulated Kernels","created":"2021-02-25","cited_by_count":4,"area":null},{"id":"2409.18000","title":"Safe Time-Varying Optimization based on Gaussian Processes with Spatio-Temporal Kernel","created":"2024-09-26","cited_by_count":4,"area":null},{"id":"2203.00551","title":"Bayesian Optimisation for Robust Model Predictive Control under Model Parameter Uncertainty","created":"2022-03-01","cited_by_count":3,"area":null},{"id":"2211.11822","title":"CONFIG: Constrained Efficient Global Optimization for Closed-Loop Control System Optimization with Unmodeled Constraints","created":"2022-11-21","cited_by_count":3,"area":null},{"id":"2304.06104","title":"Primal-Dual Contextual Bayesian Optimization for Control System Online Optimization with Time-Average Constraints","created":"2023-04-12","cited_by_count":3,"area":null},{"id":"2306.04343","title":"Bayesian Optimisation Against Climate Change: Applications and Benchmarks","created":"2023-06-07","cited_by_count":3,"area":null},{"id":"2310.00758","title":"Data-driven adaptive building thermal controller tuning with constraints: A primal-dual contextual Bayesian optimization approach","created":"2023-10-01","cited_by_count":3,"area":null},{"id":"2411.16267","title":"Local Bayesian Optimization for Controller Tuning with Crash Constraints","created":"2024-11-25","cited_by_count":3,"area":null},{"id":"2301.12412","title":"Contextual Causal Bayesian Optimisation","created":"2023-01-29","cited_by_count":2,"area":null},{"id":"2405.10581","title":"Future Aware Safe Active Learning of Time Varying Systems using Gaussian Processes","created":"2024-05-17","cited_by_count":1,"area":null},{"id":"2108.10701","title":"Sonic: A Sampling-based Online Controller for Streaming Applications","created":"2021-08-15","cited_by_count":0,"area":null},{"id":"2404.14602","title":"Adaptive Bayesian Optimization for High-Precision Motion Systems","created":"2024-04-22","cited_by_count":0,"area":null},{"id":"2408.16307","title":"Safe Bayesian Optimization for Complex Control Systems via Additive Gaussian Processes","created":"2024-08-29","cited_by_count":0,"area":null},{"id":"2509.05732","title":"Simulation Priors for Data-Efficient Deep Learning","created":"2025-09-06","cited_by_count":0,"area":null}],"next_cursor":null}