Motion Planner Augmented Reinforcement Learning for Robot Manipulation in Obstructed Environments

Jun Yamada, Youngwoon Lee, Gautam Salhotra, Karl Pertsch, Max Pflueger, Gaurav S. Sukhatme, Joseph J. Lim, Peter Englert. Motion Planner Augmented Reinforcement Learning for Robot Manipulation in Obstructed Environments. In Jens Kober, Fabio Ramos, Claire J. Tomlin, editors, 4th Conference on Robot Learning, CoRL 2020, 16-18 November 2020, Virtual Event / Cambridge, MA, USA. Volume 155 of Proceedings of Machine Learning Research, pages 589-603, PMLR, 2020. [doi]

Abstract

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