Exploration in 4‐year‐old children is guided by learning progress and novelty

F Poli, M Meyer, RB Mars, S Hunnius - Child Development, 2024 - Wiley Online Library
Humans are driven by an intrinsic motivation to learn, but the developmental origins of
curiosity‐driven exploration remain unclear. We investigated the computational principles …

Preschoolers search longer when there is more information to be gained

A Ruggeri, O Stanciu, M Pelz, A Gopnik… - Developmental …, 2024 - Wiley Online Library
What drives children to explore and learn when external rewards are uncertain or absent?
Across three studies, we tested whether information gain itself acts as an internal reward …

Development of directed and random exploration in children

B Meder, CM Wu, E Schulz… - Developmental science, 2021 - Wiley Online Library
Are young children just random explorers who learn serendipitously? Or are even young
children guided by uncertainty‐directed sampling, seeking to explore in a systematic …

Toddlers search longer when there is more information to be gained

A Ruggeri, M Pelz, E Schulz - 2021 - osf.io
One of the greatest challenges for artificial intelligence is how to behave adaptively in
scenarios with uncertain or no rewards. One---and perhaps the only---way to approach such …

Curiosity, exploration, and children's understanding of learning

DM Sobel, SM Letourneau - Active learning from infancy to childhood …, 2018 - Springer
Children's curiosity often manifests in their exploration—actions that are intended to reveal
novel information. In this chapter, we argue that in order to understand how exploration can …

Shake it baby, but only when needed: Preschoolers adapt their exploratory strategies to the information structure of the task

A Ruggeri, N Swaboda, ZL Sim, A Gopnik - Cognition, 2019 - Elsevier
Previous research has suggested that active engagement with the world drives children's
remarkable learning capabilities. We investigated whether preschoolers are “ecological …

Understanding explore-exploit dynamics in child development: current insights and future directions

S Kim, SM Carlson - Frontiers in Developmental Psychology, 2024 - frontiersin.org
Examining children's decisions to explore or exploit the environment provides a window into
their developing metacognition and reflection capacities. Reinforcement learning …

Infants exploring objects: a cascades perspective

LG Malachowski, AW Needham - Advances in child development and …, 2023 - Elsevier
Infants spend much of their time exploring objects (Herzberg et al., 2021), and object
exploration is linked to learning and development in various domains (eg, social, cognitive …

Systematic exploration and uncertainty dominate young children's choices

NJ Blanco, VM Sloutsky - Developmental Science, 2021 - Wiley Online Library
Organisms need to constantly balance the competing demands of gathering information and
using previously acquired information to obtain rewarding outcomes (ie, the “exploration …

Developmental differences in children and adults' enforcement of explore versus exploit search strategies in the United States and Turkey

HH Şen, SL Kiefer, E Aksu, K Lucca - Developmental Science, 2024 - Wiley Online Library
Across development, as children acquire a deeper understanding of their environment, they
explore less and take advantage, or “exploit,” what they already know. Here, we test whether …