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Eric Eaton
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My primary research interests are in the areas of artificial intelligence and machine learning, with a focus on the following topics:
Lifelong learning of multiple consecutive tasks over long time scales,
Knowledge transfer between learning tasks, and
Interactive AI methods that combine system-driven active learning with extensive user-driven control over learning and reasoning processes.
My primary research interests are in the areas of artificial intelligence and machine learning, with a focus on the following topics:
Lifelong learning of multiple consecutive tasks over long time scales,
Knowledge transfer between learning tasks, and
Interactive AI methods that combine system-driven active learning with extensive user-driven control over learning and reasoning processes.
Papers84 papers
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Journal of Artificial Intelligence Research, (2020): 673-704
Efstathios D Gennatas,Jerome H Friedman,Lyle H Ungar, Romain Pirracchio,Eric Eaton, Lara G Reichmann,Yannet Interian, José Marcio Luna,Charles B Simone, Andrew Auerbach, Elier Delgado,Mark J van der Laan
Proceedings of the National Academy of Sciences of the United States of America, (2020)
Gilmer Valdes, José Marcio Luna,Efstathios D Gennatas,Lyle H Ungar,Eric Eaton, Eric S Diffenderfer,Shane T Jensen,Charles B Simone,Jerome H Friedman,Timothy D Solberg
Proceedings of the National Academy of Sciences of the United States of America, (2020)
computer vision and pattern recognition, (2019)
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), (2019)
NeurIPS, pp.10644-10654, (2019)
neural information processing systems, (2019)
Bibtex
José Marcio Luna,Efstathios D Gennatas,Lyle H Ungar,Eric Eaton, Eric S Diffenderfer,Shane T Jensen,Charles B Simone,Jerome H Friedman,Timothy D Solberg,Gilmer Valdes
Proceedings of the National Academy of Sciences of the United States of America, no. 40 (2019): 19887-19893
Remote Sensing, no. 11 (2019): 1374
IJCAI, pp.2837-2844, (2019)
CoRR, (2019)
CVPR Workshops, pp.0-0, (2019)
adaptive agents and multi-agents systems, (2018)
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