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

Zeynep Akata, Dan Balliet, Maarten de Rijke, Frank Dignum, Virginia Dignum, Guszti Eiben, Antske Fokkens, Davide Grossi, Koen Hindriks, Holger Hoos, Hayley Hung, Catholijn Jonker, Christof Monz, Mark Neerincx, Frans Oliehoek, Henry Prakken, Stefan Schlobach, Linda van der Gaag, Frank van Harmelen, Herke van Hoof, Birna van Riemsdijk, Aimee van Wynsberghe, Rineke Verbrugge, Bart Verheij, Piek Vossen, Max Welling

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.

Manuscript (in PDF-format)

In January 2022, the paper was given a best paper award by the IEEE Computer Society. Each of the 26 authors received a certificate like this one.

Reference:
Akata, Z., Balliet, D., de Rijke, M., Dignum , F., Dignum, V., Eiben, G., Fokkens, A., Grossi, D., Hindriks, K., Hoos, H., Hung, H., Jonker, C., Monz, Christof, Neerincx, M.A., Oliehoek, F., Prakken, H., Schlobach, S., van der Gaag, L., van Harmelen, F., van Hoof, H., van Riemsdijk, B., van Wynsberghe, A., Verbrugge, R., Verheij, B., Vossen, P., & Welling, M. (2020). A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect by Collaborative, Adaptive, Responsible and Explainable Artificial Intelligence. Computer 53 (8), 18-28. https://doi.org/10.1109/MC.2020.2996587

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