Integrated AI in Space: The Autonomous Sciencecraft on Earth Observing One
Abstract
The Earth Observing One spacecraft has been under the control of AI software for several years – experimentally since 2003 and since November 2004 as the primary op-erations system. This software includes: model-based planning and scheduling, procedural execution, and event detection software learned by support vector machine (SVM) techniques. This software has enabled a 100x in-crease in the mission science return per data downlinked and a>$1M/year reduction in operations costs. In this paper we discuss the AI software used, the impact of the software, and lessons learned with implications for future AI research.
Cite
Text
Chien. "Integrated AI in Space: The Autonomous Sciencecraft on Earth Observing One." AAAI Conference on Artificial Intelligence, 2006.Markdown
[Chien. "Integrated AI in Space: The Autonomous Sciencecraft on Earth Observing One." AAAI Conference on Artificial Intelligence, 2006.](https://mlanthology.org/aaai/2006/chien2006aaai-integrated/)BibTeX
@inproceedings{chien2006aaai-integrated,
title = {{Integrated AI in Space: The Autonomous Sciencecraft on Earth Observing One}},
author = {Chien, Steve A.},
booktitle = {AAAI Conference on Artificial Intelligence},
year = {2006},
pages = {1513-1516},
url = {https://mlanthology.org/aaai/2006/chien2006aaai-integrated/}
}