Human and Machine Learning in Non-Markovian Decision Making

Humans can learn under a wide variety of feedback conditions. Reinforcement learning (RL), where a series of rewarded decisions must be made, is a particularly important type of learning. Computational and behavioral studies of RL have focused mainly on Markovian decision processes, where the next s...

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Bibliographic Details
Main Authors: Clarke, Aaron Michael, Friedrich, Johannes, Tartaglia, Elisa M., Marchesotti, Silvia, Senn, Walter, Herzog, Michael H.
Format: Online
Language:English
Published: Public Library of Science 2015
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4405578/