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A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence

Journal Article (2020)
Author(s)

Zeynep Akata (Universiteit van Amsterdam, Eberhard Karls Universität Tübingen)

Virginia Dignum (TU Delft - Information and Communication Technology)

Koen Hindriks (Vrije Universiteit Amsterdam)

Hayley Hung (TU Delft - Pattern Recognition and Bioinformatics)

CM Jonker (TU Delft - Interactive Intelligence)

M.A. Neerincx (TU Delft - Interactive Intelligence)

FA Oliehoek (TU Delft - Interactive Intelligence)

MB van Riemsdijk (TU Delft - Interactive Intelligence)

Aimee Van Wynsberghe (TU Delft - Ethics & Philosophy of Technology)

G.B. More Authors (External organisation)

Research Group
Information and Communication Technology
Copyright
© 2020 Zeynep Akata, M.V. Dignum, K.V. Hindriks, H.S. Hung, C.M. Jonker, M.A. Neerincx, F.A. Oliehoek, M.B. van Riemsdijk, A.L. Robbins-van Wynsberghe, More Authors
DOI related publication
https://doi.org/10.1109/MC.2020.2996587
More Info
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Publication Year
2020
Language
English
Copyright
© 2020 Zeynep Akata, M.V. Dignum, K.V. Hindriks, H.S. Hung, C.M. Jonker, M.A. Neerincx, F.A. Oliehoek, M.B. van Riemsdijk, A.L. Robbins-van Wynsberghe, More Authors
Research Group
Information and Communication Technology
Issue number
8
Volume number
53
Pages (from-to)
18-28
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Abstract

We define hybrid intelligence (HI) as the combination of human and machine intelligence, augmenting human intellect and capabilities instead of replacing them and achieving goals that were unreachable by either humans or machines. HI is an important new research focus for artificial intelligence, and we set a research agenda for HI by formulating four challenges.