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

, , , , , , and . Annu. Rev. Control. Robotics Auton. Syst., (2022)

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Riemannian Optimization for Distance-Geometric Inverse Kinematics., , , , , and . IEEE Trans. Robotics, 38 (3): 1703-1722 (2022)safe-control-gym: a Unified Benchmark Suite for Safe Learning-based Control and Reinforcement Learning., , , , , , and . CoRR, (2021)What is the Impact of Releasing Code with Publications? Statistics from the Machine Learning, Robotics, and Control Communities., , , , , , and . CoRR, (2023)Learning a Stability Filter for Uncertain Differentially Flat Systems using Gaussian Processes., , and . CDC, page 789-794. IEEE, (2021)Safe-Control-Gym: A Unified Benchmark Suite for Safe Learning-Based Control and Reinforcement Learning in Robotics., , , , , , and . IEEE Robotics Autom. Lett., 7 (4): 11142-11149 (2022)Safe Learning in Robotics: From Learning-Based Control to Safe Reinforcement Learning., , , , , , and . CoRR, (2021)Differentially Flat Learning-based Model Predictive Control Using a Stability, State, and Input Constraining Safety Filter., , and . CoRR, (2023)Safe Learning in Robotics: From Learning-Based Control to Safe Reinforcement Learning., , , , , , and . Annu. Rev. Control. Robotics Auton. Syst., (2022)Riemannian Optimization for Distance Geometric Inverse Kinematics., , , , , and . CoRR, (2021)