Active learning of inverse models with intrinsically motivated goal exploration in robots

A Baranes, PY Oudeyer - Robotics and Autonomous Systems, 2013 - Elsevier
We introduce the Self-Adaptive Goal Generation Robust Intelligent Adaptive Curiosity
(SAGG-RIAC) architecture as an intrinsically motivated goal exploration mechanism which …

Intrinsic motivation systems for autonomous mental development

PY Oudeyer, F Kaplan… - IEEE transactions on …, 2007 - ieeexplore.ieee.org
Exploratory activities seem to be intrinsically rewarding for children and crucial for their
cognitive development. Can a machine be endowed with such an intrinsic motivation …

A survey of artificial cognitive systems: Implications for the autonomous development of mental capabilities in computational agents

D Vernon, G Metta, G Sandini - IEEE transactions on …, 2007 - ieeexplore.ieee.org
This survey presents an overview of the autonomous development of mental capabilities in
computational agents. It does so based on a characterization of cognitive systems as …

The role of intersensory redundancy in early perceptual, cognitive, and social development

LE Bahrick, R Lickliter - Multisensory development, 2012 - books.google.com
The natural environment provides a flux of concurrent stimulation to all our senses, far more
than can be attended to at any given moment in time. Adults are exquisitely skilled at …

Integration of action and language knowledge: A roadmap for developmental robotics

A Cangelosi, G Metta, G Sagerer, S Nolfi… - IEEE Transactions …, 2010 - ieeexplore.ieee.org
This position paper proposes that the study of embodied cognitive agents, such as
humanoid robots, can advance our understanding of the cognitive development of complex …

Affordance research in developmental robotics: A survey

H Min, R Luo, J Zhu, S Bi - IEEE Transactions on Cognitive …, 2016 - ieeexplore.ieee.org
Affordances capture the relationships between a robot and the environment in terms of the
actions that the robot is able to perform. The notable characteristic of affordance-based …

[图书][B] A roadmap for cognitive development in humanoid robots

D Vernon, C Von Hofsten, L Fadiga - 2011 - books.google.com
This book addresses the central role played by development in cognition. The focus is on
applying our knowledge of development in natural cognitive systems, specifically human …

Infant-inspired intrinsically motivated curious robots

G Gordon - Current Opinion in Behavioral Sciences, 2020 - Elsevier
Highlights•Curious robots select actions to maximize intrinsic rewards that quantify learning
progress.•Curious robots exhibit emergence of infant-like exploration behaviors.•Open …

[PDF][PDF] From motor babbling to hierarchical learning by imitation: a robot developmental pathway

Y Demiris, A Dearden - 2005 - researchgate.net
How does an individual use the knowledge acquired through self exploration as a
manipulable model through which to understand others and benefit from their knowledge …

Social behaviour as an emergent property of embodied curiosity: a robotics perspective

G Gordon - … Transactions of the Royal Society B, 2019 - royalsocietypublishing.org
Social interaction is an extremely complex yet vital component in daily life. We present a
bottom-up approach for the emergence of social behaviours from the interaction of the …