Title :
Supervised Remote Robot with Guided Autonomy and Teleoperation (SURROGATE): A framework for whole-body manipulation
Author :
Hebert, Paul ; Ma, Jeremy ; Borders, James ; Aydemir, Alper ; Bajracharya, Max ; Hudson, Nicolas ; Shankar, Krishna ; Karumanchi, Sisir ; Douillard, Bertrand ; Burdick, Joel
Author_Institution :
Jet Propulsion Lab., Pasadena, CA, USA
Abstract :
The use of the cognitive capabilties of humans to help guide the autonomy of robotics platforms in what is typically called “supervised-autonomy” is becoming more commonplace in robotics research. The work discussed in this paper presents an approach to a human-in-the-loop mode of robot operation that integrates high level human cognition and commanding with the intelligence and processing power of autonomous systems. Our framework for a “Supervised Remote Robot with Guided Autonomy and Teleoperation” (SURROGATE) is demonstrated on a robotic platform consisting of a pan-tilt perception head, two 7-DOF arms connected by a single 7-DOF torso, mounted on a tracked-wheel base. We present an architecture that allows high-level supervisory commands and intents to be specified by a user that are then interpreted by the robotic system to perform whole body manipulation tasks autonomously. We use a concept of “behaviors” to chain together sequences of “actions” for the robot to perform which is then executed real time.
Keywords :
cognition; manipulators; telerobotics; SURROGATE; autonomous systems; high level human cognitive capabilty; high-level supervisory commands; human-in-the-loop mode; pan-tilt perception head; robotics platforms; single 7-DOF torso; supervised remote robot with guided autonomy and teleoperation; tracked-wheel base; two 7-DOF arms; whole body manipulation tasks; Cameras; Collision avoidance; Computational modeling; Iterative closest point algorithm; Kinematics; Planning; Robots;
Conference_Titel :
Robotics and Automation (ICRA), 2015 IEEE International Conference on
Conference_Location :
Seattle, WA
DOI :
10.1109/ICRA.2015.7139969