Teaming up with information agents

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Teaming up with information agents Dr. Jurriaan van Diggelen Dr. Wiard Jorritsma Dr. Bob van der Vecht [email removed] , [email removed] , [email removed] TNO, the Netherlands Introduction Recent developments in Artificial Intelligence (AI) have led to impressive results in machine learning and pattern recognition, but have also led to the insight that AI hardly ever functions in isolation [1]. Most p ractical AI applications involve humans , e.g. for providing instructions, for correcting the machine if needed , for interpreting the machine?s outcomes . A recent article [2] summarizes this as ? no AI is an island ?, and argues that AI agents should be endowed with teaming intelligence that allows them to team up with humans. Whereas teaming skills come naturally to humans, coding them into a computer has proven difficult. It involves (among others) making the computer decide which information to share with its teammates, wh...

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• [1] https://arxiv.org/abs/2101.06133