An Architecture for Online Affordance-based Perception and Whole-body Planning

The DARPA Robotics Challenge Trials held in December 2013 provided a landmark demonstration of dexterous mobile robots executing a variety of tasks aided by a remote human operator using only data from the robot's sensor suite transmitted over a constrained, field‐realistic communications link....

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Veröffentlicht in:Journal of field robotics 2015-03, Vol.32 (2), p.229-254
Hauptverfasser: Fallon, Maurice, Kuindersma, Scott, Karumanchi, Sisir, Antone, Matthew, Schneider, Toby, Dai, Hongkai, D'Arpino, Claudia Pérez, Deits, Robin, DiCicco, Matt, Fourie, Dehann, Koolen, Twan, Marion, Pat, Posa, Michael, Valenzuela, Andrés, Yu, Kuan-Ting, Shah, Julie, Iagnemma, Karl, Tedrake, Russ, Teller, Seth
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container_end_page 254
container_issue 2
container_start_page 229
container_title Journal of field robotics
container_volume 32
creator Fallon, Maurice
Kuindersma, Scott
Karumanchi, Sisir
Antone, Matthew
Schneider, Toby
Dai, Hongkai
D'Arpino, Claudia Pérez
Deits, Robin
DiCicco, Matt
Fourie, Dehann
Koolen, Twan
Marion, Pat
Posa, Michael
Valenzuela, Andrés
Yu, Kuan-Ting
Shah, Julie
Iagnemma, Karl
Tedrake, Russ
Teller, Seth
description The DARPA Robotics Challenge Trials held in December 2013 provided a landmark demonstration of dexterous mobile robots executing a variety of tasks aided by a remote human operator using only data from the robot's sensor suite transmitted over a constrained, field‐realistic communications link. We describe the design considerations, architecture, implementation, and performance of the software that Team MIT developed to command and control an Atlas humanoid robot. Our design emphasized human interaction with an efficient motion planner, where operators expressed desired robot actions in terms of affordances fit using perception and manipulated in a custom user interface. We highlight several important lessons we learned while developing our system on a highly compressed schedule.
doi_str_mv 10.1002/rob.21546
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source Wiley Online Library Journals Frontfile Complete
subjects Architecture
Command and control
Computer programs
Design engineering
Human
Operators
Perception
Robotics
Robots
title An Architecture for Online Affordance-based Perception and Whole-body Planning
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