Morphing for consumer dynamics: Bandits meet hidden Markov models

G Liberali, A Ferecatu - Marketing Science, 2022 - pubsonline.informs.org
Websites are created to help visitors take an action, such as making a purchase or a
donation. As visitors browse various web pages, they may take rapid steps toward the action …

Learning at variable attentional load requires cooperation of working memory, meta-learning, and attention-augmented reinforcement learning

T Womelsdorf, MR Watson, P Tiesinga - Journal of Cognitive …, 2021 - direct.mit.edu
Flexible learning of changing reward contingencies can be realized with different strategies.
A fast learning strategy involves using working memory of recently rewarded objects to …