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Safe Learning in Robotics: From Learning-Based Control to Safe Reinforcement Learning

, , , , , , and . (2021)cite arxiv:2108.06266Comment: 36 pages, 8 figures.

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Distributed Model Predictive Control for Cooperative Multirotor Landing on Uncrewed Surface Vessel in Waves., , and . CoRR, (2024)Flatness-Based Model Predictive Control for Quadrotor Trajectory Tracking., and . IROS, page 6740-6745. IEEE, (2018)Model Predictive Path-Following for Constrained Differentially Flat Systems., and . CoRR, (2017)Fly Out The Window: Exploiting Discrete-Time Flatness for Fast Vision-Based Multirotor Flight., , and . CoRR, (2021)Safe Learning in Robotics: From Learning-Based Control to Safe Reinforcement Learning., , , , , , and . Annu. Rev. Control. Robotics Auton. Syst., (2022)There's No Place Like Home: Visual Teach and Repeat for Emergency Return of Multirotor UAVs During GPS Failure., , , , , and . CoRR, (2018)A Computationally Efficient Learning-Based Model Predictive Control for Multirotors under Aerodynamic Disturbances., and . CoRR, (2024)Fly Out the Window: Exploiting Discrete-Time Flatness for Fast Vision-Based Multirotor Flight., , and . IEEE Robotics Autom. Lett., 7 (2): 5023-5030 (2022)A Remote Sim2real Aerial Competition: Fostering Reproducibility and Solutions' Diversity in Robotics Challenges., , , , , , , , , and 14 other author(s). CoRR, (2023)Differentially Flat Learning-based Model Predictive Control Using a Stability, State, and Input Constraining Safety Filter., , and . CoRR, (2023)