[HTML][HTML] Surprise and novelty in the brain

A Modirshanechi, S Becker, J Brea… - Current opinion in …, 2023 - Elsevier
Notions of surprise and novelty have been used in various experimental and theoretical
studies across multiple brain areas and species. However,'surprise'and 'novelty'refer to …

[HTML][HTML] Curiosity and the dynamics of optimal exploration

F Poli, JX O'Reilly, RB Mars, S Hunnius - Trends in Cognitive Sciences, 2024 - cell.com
What drives our curiosity remains an elusive and hotly debated issue, with multiple
hypotheses proposed but a cohesive account yet to be established. This review discusses …

[PDF][PDF] Merits of curiosity: a simulation study

L Gruaz, A Modirshanechi, J Brea - PsyArXiv, 2024 - researchgate.net
Curiosity drives humans and animals to explore their environment and acquire knowledge
33 about what appears to be new, puzzling, or strange (Berlyne, 1966; Gottlieb and …

Representational similarity modulates neural and behavioral signatures of novelty

S Becker, A Modirshanechi, W Gerstner - bioRxiv, 2024 - biorxiv.org
Novelty signals in the brain modulate learning and drive exploratory behaviors in humans
and animals. Inherently, whether a stimulus is novel or not depends on existing …

Can reinforcement learning model learning across development? Online lifelong learning through adaptive intrinsic motivation

KJ Sandbrink, B Christian, LM Nasvytis… - Proceedings of the …, 2024 - escholarship.org
Reinforcement learning is a powerful model of animal learning in brief, controlled
experimental conditions, but does not readily explain the development of behavior over an …

Seeking the new, learning from the unexpected: Computational models of surprise and novelty in the brain

A Modirshanechi - 2024 - infoscience.epfl.ch
Human babies have a natural desire to interact with new toys and objects, through which
they learn how the world around them works, eg, that glass shatters when dropped, but a …

Curiosity-driven exploration: foundations in neuroscience and computational modeling

A Modirshanechi, K Kondrakiewicz, W Gerstner… - Trends in …, 2023 - cell.com
Curiosity refers to the intrinsic desire of humans and animals to explore the unknown, even
when there is no apparent reason to do so. Thus far, no single, widely accepted definition or …

Using adaptive intrinsic motivation in RL to model learning across development

KJ Sandbrink, B Christian, L Nasvytis… - … -Motivated and Open … - openreview.net
Reinforcement learning is a powerful model of animal learning in brief, controlled
experimental conditions, but does not readily explain the development of behavior over an …