A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With 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 V. Hindriks,Holger H. Hoos,Hayley Hung,Catholijn M. Jonker,Christof Monz,Mark A. Neerincx,Frans A. Oliehoek,Henry Prakken,Stefan Schlobach,Linda C. van der Gaag,Frank van Harmelen,Herke van Hoof,Birna van Riemsdijk,Aimee van Wynsberghe,Rineke Verbrugge,Bart Verheij,Piek Vossen,Max Welling

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

2020

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.

Keywords:

Teamwork
Achieving goals
Adaptive system
Task analysis
Computer science
Intellect
Artificial intelligence

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