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Guaranteeing Safety of Learned Perception Modules via Measurement-Robust Control Barrier Functions.

, , , , and . CoRL, volume 155 of Proceedings of Machine Learning Research, page 654-670. PMLR, (2020)

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Towards Robust Data-Driven Control Synthesis for Nonlinear Systems with Actuation Uncertainty., , , , , and . CoRR, (2020)Episodic Learning with Control Lyapunov Functions for Uncertain Robotic Systems*., , , , and . IROS, page 6878-6884. IEEE, (2019)A Control Lyapunov Perspective on Episodic Learning via Projection to State Stability., , , , , and . CDC, page 1448-1455. IEEE, (2019)Multi-Layered Safety for Legged Robots via Control Barrier Functions and Model Predictive Control., , , and . ICRA, page 8352-8358. IEEE, (2021)Measurement-Robust Control Barrier Functions: Certainty in Safety with Uncertainty in State., , , , , and . IROS, page 6286-6291. IEEE, (2021)Adaptive Safety Using Control Barrier Functions and Hybrid Adaptation., , , and . ACC, page 2418-2423. IEEE, (2021)Nonlinear Model Predictive Control of Robotic Systems with Control Lyapunov Functions., , , , and . Robotics: Science and Systems, (2020)Robust Safety under Stochastic Uncertainty with Discrete-Time Control Barrier Functions., , , and . Robotics: Science and Systems, (2023)Towards Robust Data-Driven Control Synthesis for Nonlinear Systems with Actuation Uncertainty., , , , , and . CDC, page 6469-6476. IEEE, (2021)Safety-Aware Preference-Based Learning for Safety-Critical Control., , , , , , , , , and . L4DC, volume 168 of Proceedings of Machine Learning Research, page 1020-1033. PMLR, (2022)