DocumentCode
251192
Title
Towards a unified behavior trees framework for robot control
Author
Marzinotto, Alejandro ; Colledanchise, Michele ; Smith, Colin ; Ogren, Petter
Author_Institution
Comput. Vision & Active Perception Lab., R. Inst. of Technol. (KTH), Stockholm, Sweden
fYear
2014
fDate
May 31 2014-June 7 2014
Firstpage
5420
Lastpage
5427
Abstract
This paper presents a unified framework for Behavior Trees (BTs), a plan representation and execution tool. The available literature lacks the consistency and mathematical rigor required for robotic and control applications. Therefore, we approach this problem in two steps: first, reviewing the most popular BT literature exposing the aforementioned issues; second, describing our unified BT framework along with equivalence notions between BTs and Controlled Hybrid Dynamical Systems (CHDSs). This paper improves on the existing state of the art as it describes BTs in a more accurate and compact way, while providing insight about their actual representation capabilities. Lastly, we demonstrate the applicability of our framework to real systems scheduling open-loop actions in a grasping mission that involves a NAO robot and our BT library.
Keywords
manipulators; trees (mathematics); BTs; CHDSs; behavior trees; controlled hybrid dynamical systems; execution tool; grasping mission; plan representation; robot control; Heuristic algorithms; Robots; Synchronization; Tin; Trajectory; Vehicles;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Automation (ICRA), 2014 IEEE International Conference on
Conference_Location
Hong Kong
Type
conf
DOI
10.1109/ICRA.2014.6907656
Filename
6907656
Link To Document