Novelty is not surprise: Human exploratory and adaptive behavior in sequential decision-making. by He A Xu, Alireza Modirshanechi, Marco P Lehmann, Wulfram Gerstner, Michael H Herzog

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Brain signals of a Surprise-Actor-Critic model: Evidence for multiple learning modules in human decision making by Vasiliki Liakoni, Marco P. Lehmann, Alireza Modirshanechi, Johanni Brea, Antoine Lutti, Wulfram Gerstner, Kerstin Preuschoff

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One-shot learning and behavioral eligibility traces in sequential decision making by Marco P Lehmann, He A Xu, Vasiliki Liakoni, Michael H Herzog, Wulfram Gerstner, Kerstin Preuschoff

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