LQR-RRT*: Optimal sampling-based motion planning with automatically derived extension heuristics

The RRT* algorithm has recently been proposed as an optimal extension to the standard RRT algorithm [1]. However, like RRT, RRT* is difficult to apply in problems with complicated or underactuated dynamics because it requires the design of a two domain-specific extension heuristics: a distance metri...

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Bibliographic Details
Main Authors: Perez, Alejandro, Platt, Robert, Konidaris, George, Lozano-Perez, Tomas, Kaelbling, Leslie P.
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:en_US
Published: Institute of Electrical and Electronics Engineers (IEEE) 2014
Online Access:http://hdl.handle.net/1721.1/87036
https://orcid.org/0000-0001-6365-6937
https://orcid.org/0000-0002-8657-2450
https://orcid.org/0000-0001-6054-7145