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[HTML][HTML] Curiosity and the dynamics of optimal exploration
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 …
hypotheses proposed but a cohesive account yet to be established. This review discusses …
Lessons from infant learning for unsupervised machine learning
The desire to reduce the dependence on curated, labeled datasets and to leverage the vast
quantities of unlabeled data has triggered renewed interest in unsupervised (or self …
quantities of unlabeled data has triggered renewed interest in unsupervised (or self …
The develo** infant creates a curriculum for statistical learning
New efforts are using head cameras and eye-trackers worn by infants to capture everyday
visual environments from the point of view of the infant learner. From this vantage point, the …
visual environments from the point of view of the infant learner. From this vantage point, the …
A reward-learning framework of knowledge acquisition: An integrated account of curiosity, interest, and intrinsic–extrinsic rewards.
K Murayama - Psychological Review, 2022 - psycnet.apa.org
Recent years have seen a considerable surge of research on interest-based engagement,
examining how and why people are engaged in activities without relying on extrinsic …
examining how and why people are engaged in activities without relying on extrinsic …
Helpless infants are learning a foundation model
Humans have a protracted postnatal helplessness period, typically attributed to human-
specific maternal constraints causing an early birth when the brain is highly immature. By …
specific maternal constraints causing an early birth when the brain is highly immature. By …
Humans monitor learning progress in curiosity-driven exploration
Curiosity-driven learning is foundational to human cognition. By enabling humans to
autonomously decide when and what to learn, curiosity has been argued to be crucial for …
autonomously decide when and what to learn, curiosity has been argued to be crucial for …
Learning to play with intrinsically-motivated, self-aware agents
Infants are experts at playing, with an amazing ability to generate novel structured behaviors
in unstructured environments that lack clear extrinsic reward signals. We seek to …
in unstructured environments that lack clear extrinsic reward signals. We seek to …
Making sense of the world: Infant learning from a predictive processing perspective
For human infants, the first years after birth are a period of intense exploration—getting to
understand their own competencies in interaction with a complex physical and social …
understand their own competencies in interaction with a complex physical and social …
Infants tailor their attention to maximize learning
Infants' remarkable learning abilities allow them to rapidly acquire many complex skills. It
has been suggested that infants achieve this learning by optimally allocating their attention …
has been suggested that infants achieve this learning by optimally allocating their attention …
Boredom: Managing the delicate balance between exploration and exploitation
J Danckert - Boredom is in your mind: A shared psychological …, 2019 - Springer
Boredom is functional. Simplistically, it operates as a signal to do something other than what
you are doing now. But it is more nuanced than that. Animals must strike a balance between …
you are doing now. But it is more nuanced than that. Animals must strike a balance between …