Curiosity has been described as the "wick in the candle of learning" but its underlying mechanisms are not well-understood. We scanned subjects with fMRI while they read trivia questions. The level of curiosity when reading questions is correlated with activity in caudate regions previously suggested to be involved in anticipated reward or encoding prediction error. This finding led to a behavioral study showing that subjects spend more scarce resources (either limited tokens, or waiting time) to find out answers when they are more curious. The fMRI also showed that curiosity increases activity in memory areas when subjects guess incorrectly, which suggests that curiosity may enhance memory for surprising new information. This prediction about memory enhancement is confirmed in a behavioral study-higher curiosity in the initial session is correlated with better recall of surprising answers 10 days later.Keywords: Neuroimaging, Memory, Learning, Brain 2 Curiosity is the complex feeling and cognition accompanying the desire to learn what is unknown. Curiosity can be both helpful and dangerous. It plays a critical role in motivating learning and discovery, especially by creative professionals, increasing the world's store of knowledge. Einstein, for example, once said, "I have no special talents. I am only passionately curious (Hoffmann, 1972)." The dangerous side of curiosity is its association with exploratory behaviors with harmful consequences. An ancient example is the mythical Pandora, who opened a box that unleashed misfortunes on the world. In modern times, technology such as the Internet augments both good and bad effects of curiosity, by putting both enormous amounts of information and potentially dangerous social encounters a mouse click away.Despite its importance, the psychological and neural underpinnings of human curiosity remain poorly understood. Philosophers and psychologists have described curiosity as an appetite for knowledge, a drive like hunger and thirst (Loewenstein, 1994), the hunger pang of an 'info-vore' (Biederman & Vessel, 2006), and "the wick in the candle of learning" (William Arthur Ward). In reinforcement learning a "novelty bonus" is used to motivate the choice of unexplored strategies (Kakade & Dayan, 2002).Curiosity can be thought of as the psychological manifestation of such a novelty bonus.A theory guiding our research holds that curiosity arises from an incongruity or 'information gap'-a discrepancy between what one knows and what one wants to know (Loewenstein, 1994). The theory assumes that the aspired level of knowledge increases sharply with a small increase in knowledge, so that the information gap grows with initial learning. When one is sufficiently knowledgeable, however, the gap shrinks and curiosity falls. If curiosity is like a hunger for knowledge, then a small "priming dose" of information increases the hunger, and the decrease in curiosity from knowing a lot is like being satiated by information.In the information-gap theory, the object of curiosity is a...