From affordances to abstract words: The flexibility of sensorimotor grounding
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 …
review recent studies documenting this interplay at different levels. First, we concentrate on …
Prerequisites for an artificial self
Traditionally investigated in philosophy, body ownership and agency—two main
components of the minimal self—have recently gained attention from other disciplines, such …
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
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 …
how the process can start without a fully developed sensorimotor representation system has …
Abstract concepts and metacognition: searching for meaning in self and others
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 …
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
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 …
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
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 …
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
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 …
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
Goal-directed manipulation of internal representations is a key element of human flexible
behaviour, while consciousness is commonly associated with higher-order cognition and …
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
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 …
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
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 …
the world with essentially new laws and regularities that govern their interactions with the …