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Abstract:
Past studies on exploration predominantly used multi-armed-bandit paradigms and mostly focused on simple concepts such as uncertainty-guided exploration. In our work, we argue that by using games to study exploration we can observe and investigate more elaborated strategies like fun and empowerment.