Learning to guide task and motion planning using score-space representation

© 2017 IEEE. In this paper, we propose a learning algorithm that speeds up the search in task and motion planning problems. Our algorithm proposes solutions to three different challenges that arise in learning to improve planning efficiency: what to predict, how to represent a planning problem insta...

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Bibliographic Details
Main Authors: Kim, Beomjoon (Author), Kaelbling, Leslie P (Author), Lozano-Perez, Tomas (Author)
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory (Contributor), Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor)
Format: Article
Language:English
Published: IEEE, 2021-12-20T19:13:31Z.
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