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Continuous-Discrete Reinforcement Learning for Hybrid Control in Robotics.

, , , , , , , , , and . CoRL, volume 100 of Proceedings of Machine Learning Research, page 735-751. PMLR, (2019)

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Simultaneously Learning Vision and Feature-Based Control Policies for Real-World Ball-In-A-Cup., , , , , , , , , and . Robotics: Science and Systems, (2019)Data-efficient Hindsight Off-policy Option Learning., , , , , , , , , and 1 other author(s). ICML, volume 139 of Proceedings of Machine Learning Research, page 11340-11350. PMLR, (2021)Automatic Differentiation of Rigid Body Dynamics for Optimal Control and Estimation., , , , , and . CoRR, (2017)Data-efficient Hindsight Off-policy Option Learning., , , , , , , , , and 1 other author(s). CoRR, (2020)An open source, fiducial based, visual-inertial motion capture system., , and . FUSION, page 1523-1530. IEEE, (2016)Online walking motion and foothold optimization for quadruped locomotion., , , , and . ICRA, page 5308-5313. IEEE, (2017)Fast nonlinear Model Predictive Control for unified trajectory optimization and tracking., , , , , , and . ICRA, page 1398-1404. IEEE, (2016)A Constrained Multi-Objective Reinforcement Learning Framework., , , , , , , , , and 1 other author(s). CoRL, volume 164 of Proceedings of Machine Learning Research, page 883-893. PMLR, (2021)Mastering Stacking of Diverse Shapes with Large-Scale Iterative Reinforcement Learning on Real Robots., , , , , , , , , and 5 other author(s). ICRA, page 7772-7779. IEEE, (2024)Towards General and Autonomous Learning of Core Skills: A Case Study in Locomotion., , , , , , , , and . CoRL, volume 155 of Proceedings of Machine Learning Research, page 1084-1099. PMLR, (2020)