From affordances to abstract words: The flexibility of sensorimotor grounding

C Mazzuca, C Fini, AH Michalland, I Falcinelli… - Brain Sciences, 2021 - mdpi.com
The sensorimotor system plays a critical role in several cognitive processes. Here, we
review recent studies documenting this interplay at different levels. First, we concentrate on …

Prerequisites for an artificial self

VV Hafner, P Loviken, A Pico Villalpando… - Frontiers in …, 2020 - frontiersin.org
Traditionally investigated in philosophy, body ownership and agency—two main
components of the minimal self—have recently gained attention from other disciplines, such …

Kick-starting concept formation with intrinsically motivated learning: the grounding by competence acquisition hypothesis

F Mannella, L Tummolini - Philosophical Transactions of …, 2023 - royalsocietypublishing.org
Although the spontaneous origins of concepts from interaction is often given for granted,
how the process can start without a fully developed sensorimotor representation system has …

Abstract concepts and metacognition: searching for meaning in self and others

AM Borghi, C Fini, L Tummolini - Handbook of embodied psychology …, 2021 - Springer
Use of abstract concepts (eg, truth) is one of the most sophisticated abilities that humans
possess. Explaining how we develop this ability and how abstract concepts are represented …

Sensorimotor contingencies as a key drive of development: from babies to robots

L Jacquey, G Baldassarre, VG Santucci… - Frontiers in …, 2019 - frontiersin.org
Much current work in robotics focuses on the development of robots capable of autonomous
unsupervised learning. An essential prerequisite for such learning to be possible is that the …

Sensorimotor representation learning for an “active self” in robots: a model survey

PDH Nguyen, YK Georgie, E Kayhan, M Eppe… - KI-Künstliche …, 2021 - Springer
Safe human-robot interactions require robots to be able to learn how to behave
appropriately in spaces populated by people and thus to cope with the challenges posed by …

Goal-directed tactile exploration for body model learning through self-touch on a humanoid robot

F Gama, M Shcherban, M Rolf… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
An early integration of tactile sensing into motor coordination is the norm in animals, but still
a challenge for robots. Tactile exploration through touches on the body gives rise to first …

[HTML][HTML] Bridging flexible goal-directed cognition and consciousness: The Goal-Aligning Representation Internal Manipulation theory

G Granato, G Baldassarre - Neural Networks, 2024 - Elsevier
Goal-directed manipulation of internal representations is a key element of human flexible
behaviour, while consciousness is commonly associated with higher-order cognition and …

[HTML][HTML] Improving robot dual-system motor learning with intrinsically motivated meta-control and latent-space experience imagination

MB Hafez, C Weber, M Kerzel, S Wermter - Robotics and Autonomous …, 2020 - Elsevier
Combining model-based and model-free learning systems has been shown to improve the
sample efficiency of learning to perform complex robotic tasks. However, dual-system …

Learning to reach to own body from spontaneous self-touch using a generative model

V Marcel, JK O'Regan… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
When leaving the aquatic constrained environment of the womb, newborns are thrown into
the world with essentially new laws and regularities that govern their interactions with the …