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Euclideanizing Flows: Diffeomorphic Reduction for Learning Stable Dynamical Systems.

, , , , , and . L4DC, volume 120 of Proceedings of Machine Learning Research, page 630-639. PMLR, (2020)

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Towards Robust Skill Generalization: Unifying Learning from Demonstration and Motion Planning., , , , and . CoRL, volume 78 of Proceedings of Machine Learning Research, page 109-118. PMLR, (2017)Benchmark for Skill Learning from Demonstration: Impact of User Experience, Task Complexity, and Start Configuration on Performance., , , , , and . CoRR, (2019)Optimization Fabrics for Behavioral Design., , , , and . CoRR, (2020)Learning Reactive Motion Policies in Multiple Task Spaces from Human Demonstrations., , , , , , , and . CoRL, volume 100 of Proceedings of Machine Learning Research, page 1457-1468. PMLR, (2019)Taking Recoveries to Task: Recovery-Driven Development for Recipe-based Robot Tasks., , , , , , , , , and 2 other author(s). CoRR, (2020)Learning Generalizable Robot Skills from Demonstrations in Cluttered Environments., , , , and . IROS, page 4655-4660. IEEE, (2018)Geometric Fabrics: Generalizing Classical Mechanics to Capture the Physics of Behavior., , , , , , , , , and 2 other author(s). CoRR, (2021)Generalized Nonlinear and Finsler Geometry for Robotics., , , , and . ICRA, page 10206-10212. IEEE, (2021)Taking Recoveries to Task: Recovery-Driven Development for Recipe-Based Robot Tasks., , , , , , , , , and 2 other author(s). ISRR, volume 20 of Springer Proceedings in Advanced Robotics, page 593-609. Springer, (2019)RMP2: A Structured Composable Policy Class for Robot Learning., , , , , , and . Robotics: Science and Systems, (2021)