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Traversing Environments Using Possibility Graphs with Multiple Action Types

Grey, Michael X. and Liu, C. Karen and Ames, Aaron D. (2016) Traversing Environments Using Possibility Graphs with Multiple Action Types. . (Unpublished) http://resolver.caltech.edu/CaltechAUTHORS:20190201-160909756

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Abstract

Locomotion for legged robots poses considerable challenges when confronted by obstacles and adverse environments. Footstep planners are typically only designed for one mode of locomotion, but traversing unfavorable environments may require several forms of locomotion to be sequenced together, such as walking, crawling, and jumping. Multi-modal motion planners can be used to address some of these problems, but existing implementations tend to be time-consuming and are limited to quasi-static actions. This paper presents a motion planning method to traverse complex environments using multiple categories of continuous actions. To this end, this paper formulates and exploits the Possibility Graph---which uses high-level approximations of constraint manifolds to rapidly explore the "possibility" of actions---to utilize lower-level single-action motion planners more effectively. We show that the Possibility Graph can quickly find routes through several different challenging environments which require various combinations of actions in order to traverse.


Item Type:Report or Paper (Discussion Paper)
Related URLs:
URLURL TypeDescription
http://arxiv.org/abs/1610.00701arXivDiscussion Paper
ORCID:
AuthorORCID
Ames, Aaron D.0000-0003-0848-3177
Additional Information:This work was supported by DARPA grant D15AP00006.
Funders:
Funding AgencyGrant Number
Defense Advanced Research Projects Agency (DARPA)D15AP00006
Record Number:CaltechAUTHORS:20190201-160909756
Persistent URL:http://resolver.caltech.edu/CaltechAUTHORS:20190201-160909756
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:92612
Collection:CaltechAUTHORS
Deposited By: George Porter
Deposited On:04 Feb 2019 15:41
Last Modified:04 Feb 2019 15:41

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