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Finding Locally Optimal, Collision-Free Trajectories with Sequential Convex Optimization.

, , , , , and . Robotics: Science and Systems, (2013)

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Superhuman performance of surgical tasks by robots using iterative learning from human-guided demonstrations., , , , , , , and . ICRA, page 2074-2081. IEEE, (2010)Learning Modular Neural Network Policies for Multi-Task and Multi-Robot Transfer., , , , and . CoRR, (2016)Learning Dexterous Manipulation for a Soft Robotic Hand from Human Demonstration., , , and . CoRR, (2016)One-Shot Hierarchical Imitation Learning of Compound Visuomotor Tasks., , , and . CoRR, (2018)Universal Planning Networks: Learning Generalizable Representations for Visuomotor Control., , , , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 4739-4748. PMLR, (2018)Mutual Alignment Transfer Learning., , and . CoRL, volume 78 of Proceedings of Machine Learning Research, page 281-290. PMLR, (2017)Model-Based Reinforcement Learning via Meta-Policy Optimization., , , , , and . CoRL, volume 87 of Proceedings of Machine Learning Research, page 617-629. PMLR, (2018)Machine Learning for Robotics.. ECML/PKDD (1), volume 7523 of Lecture Notes in Computer Science, page 1. Springer, (2012)Constrained Policy Optimization., , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 22-31. PMLR, (2017)Alpha-Beta Divergences Discover Micro and Macro Structures in Data., , and . ICML, volume 37 of JMLR Workshop and Conference Proceedings, page 796-804. JMLR.org, (2015)