[HTML][HTML] Grounding symbols in the analog world with neural nets: A hybrid model

S Harnad - Psychology, 2001 - blutner.de
Abstract Searle's Chinese Room Argument (that rule-based symbol manipulation is not
enough for symbol-understanding) is based on a symptom of the Symbol Grounding …

Grounding symbolic capacity in robotic capacity

S Harnad - The artificial life route to artificial intelligence, 2018 - taylorfrancis.com
A computer program is a semantically interpretable formal symbol system consisting of rules
for manipulating symbols on the basis of their shapes, which are arbitrary in relation to what …

[PDF][PDF] Symbol grounding and its implications for artificial intelligence

M Mayo - ACSC2003, 2003 - researchgate.net
In response to Searle's well-known Chinese room argument against Strong AI (and more
generally, computationalism), Harnad proposed that if the symbols manipulated by a robot …

The physical symbol grounding problem

P Vogt - Cognitive Systems Research, 2002 - Elsevier
This paper presents an approach to solve the symbol grounding problem within the
framework of embodied cognitive science. It will be argued that symbolic structures can be …

Symbol grounding is an empirical problem: Neural nets are just a candidate component

S Harnad - 1993 - eprints.soton.ac.uk
" Symbol Grounding" is beginning to mean too many things to too many people. My own
construal has always been simple: Cognition cannot be just computation, because …

[PDF][PDF] The new wave in robot learning

NE Sharkey, T Ziemke - Robotics and Autonomous Systems, 1997 - Citeseer
The new wave in robotics research began to blossom in the mid-1980's with the
convergence of a number of seemingly diverse research trends. All of these were inspired …

Incompatible implementations of physical symbol systems

P beim Graben - Mind and Matter, 2004 - ingentaconnect.com
Classical cognitive science assumes that intelligently behaving systems must be symbol
processors that are implemented in physical systems such as brains or digital computers. By …

Approaches to grounding symbols in perceptual and sensorimotor categories

A Cangelosi - Handbook of categorization in cognitive science, 2005 - Elsevier
This chapter presents the Cognitive Symbol Grounding framework for the grounding of
language into perception, cognition and action. This approach is characterized by the …

Computation is just interpretable symbol manipulation; cognition isn't

S Harnad - Minds and Machines, 1994 - Springer
Computation is interpretable symbol manipulation. Symbols are objects that are
manipulated on the basis of rules operating only on their shapes, which are arbitrary in …

[PDF][PDF] The symbol grounding problem has been solved. So what's next

L Steels - Symbols and embodiment: Debates on meaning and …, 2008 - academia.edu
In the nineteen eighties, a lot of ink was spent on the question of symbol grounding, largely
triggered by Searle's Chinese Room story (Searle, 1980). Searle's article had the advantage …