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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 - Technology, Policy and Management)

Koen Hindriks (Vrije Universiteit Amsterdam)

Hayley Hung (TU Delft - Electrical Engineering, Mathematics and Computer Science)

Catholijn Jonker (TU Delft - Electrical Engineering, Mathematics and Computer Science)

Mark Neerincx (TU Delft - Electrical Engineering, Mathematics and Computer Science)

Frans Oliehoek (TU Delft - Electrical Engineering, Mathematics and Computer Science)

Birna van Riemsdijk (TU Delft - Electrical Engineering, Mathematics and Computer Science)

A.L. Robbins-van Wynsberghe (TU Delft - Technology, Policy and Management)

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Research Group
Information and Communication Technology
DOI related publication
https://doi.org/10.1109/MC.2020.2996587 Final published version
More Info
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Publication Year
2020
Language
English
Research Group
Information and Communication Technology
Issue number
8
Volume number
53
Pages (from-to)
18-28
Downloads counter
408
Collections
Institutional Repository
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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.