The EO-1 Autonomous Science Agent

An Autonomous Science Agent is currently flying onboard the Earth Observing One Spacecraft. This software enables the spacecraft to autonomously detect and respond to science events occurring on the Earth. The package includes software systems that perform science data analysis, deliberative plannin...

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Main Authors: Chien, Steve, Sherwood, Rob, Tran, Daniel, Cichy, Benjamin, Rabideau, Gregg, Castano, Rebecca, Davies, Ashley, Lee, Rachel, Mandl, Dan, Frye, Stuart, Trout, Bruce, Hengemihle, Jerry, D'Agostino, Jeff, Shulman, Seth, Ungar, Stephen, Brakke, Thomas, Boyer, Darrell, Van Gaasbeck, Jim, Greeley, Ronald, Doggett, Thomas, Baker, Victor, Dohm, James, Ip, Felipe
Format: Conference Proceeding
Language:English
Subjects:
Algorithm design and analysis
Applied computing > Physical sciences and engineering > Aerospace
Change detection algorithms
Computer vision
Computing methodologies > Artificial intelligence > Distributed artificial intelligence > Intelligent agents
Computing methodologies > Artificial intelligence > Planning and scheduling
Data analysis
Event detection
Geoscience
Ice
Robustness
Space technology
Space vehicles
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container_start_page 420
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creator Chien, Steve
Sherwood, Rob
Tran, Daniel
Cichy, Benjamin
Rabideau, Gregg
Castano, Rebecca
Davies, Ashley
Lee, Rachel
Mandl, Dan
Frye, Stuart
Trout, Bruce
Hengemihle, Jerry
D'Agostino, Jeff
Shulman, Seth
Ungar, Stephen
Brakke, Thomas
Boyer, Darrell
Van Gaasbeck, Jim
Greeley, Ronald
Doggett, Thomas
Baker, Victor
Dohm, James
Ip, Felipe
description An Autonomous Science Agent is currently flying onboard the Earth Observing One Spacecraft. This software enables the spacecraft to autonomously detect and respond to science events occurring on the Earth. The package includes software systems that perform science data analysis, deliberative planning, and run-time robust execution. Because of the deployment to a remote spacecraft, this Autonomous Science Agent has stringent constraints of autonomy, reliability, and limited computing resources. We describe the constraints and how they were addressed in our agent design, validation, and deployment.
doi_str_mv 10.5555/1018409.1018775
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identifier ISBN: 9781581138641
ispartof Autonomous Agents and Multiagent Systems: Proceedings, 3rd International Joint Conference, New York City, New York, 2004., 2004, p.420-427
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source IEEE Electronic Library (IEL) Conference Proceedings
subjects Algorithm design and analysis
Applied computing -- Physical sciences and engineering -- Aerospace
Change detection algorithms
Computer vision
Computing methodologies -- Artificial intelligence -- Distributed artificial intelligence -- Intelligent agents
Computing methodologies -- Artificial intelligence -- Planning and scheduling
Data analysis
Event detection
Geoscience
Ice
Robustness
Space technology
Space vehicles
title The EO-1 Autonomous Science Agent
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