Game based investigation of individual and collective problem solving: towards intelligentmachine learning

Game based investigation of individual and collective problem solving: towards intelligentmachine learning

by Jacob Sherson

Abstract: The scienceathome.org project within the interdisciplinary Center for Community Driven Research at Aarhus University works on developing online citizen science games – enabling ordinary users of the internet to contribute to the solution of cutting edge research challenges. The first games within quantum physics and cognitive and social sciences have been played more than 500,000 times and clearly demonstrated the superiority of the human mind over computer algorithms for certain tasks. At the moment we study this individual and collective problem solving and attempt to combine solution strategies from humans and biological systems to make machine learning more intelligent.