Abstract:
The paper proposes a set of principles and a general architecture that may explain how language and meaning may originate and complexify in a group of physically grounded distributed agents. An experimental setup is introduced for concretising and validating specific mechanisms based on these principles. The setup consists of two robotic heads that watch a scene in which a robot moves around in its ecosystem. The first results from experiments showing the emergence of distinctions, of a lexicon, and of primitive syntactic structures are reported. 1 Introduction Artificial Intelligence research has made remarkable progress the last decades by showing how operations over symbolic models may explain various aspects of intelligent behavior, such as planning, problem solving, natural language processing, etc. However, the problem of the origin of these symbolic models has so far not been adequately addressed. Most of the time it is the programmer who designs formalisms and datastructures, ...
Citations
|
266
|
On Nature and Language
– Chomsky
- 2002
|
|
264
|
The Language Instinct
– Pinker
- 1994
|
|
169
|
Neural Darwinism: The Theory of Neuronal Group Selection
– Edelman
- 1987
|
|
145
|
Foundations of Cognitive Grammar
– Langacker
- 1991
|
|
120
|
Grounding adaptive language games in robotic agents
– Steels, Vogt
- 1997
|
|
110
|
The synthetic modeling of language origins
– Steels
- 1997
|
|
94
|
Synthetic ethology: An approach to the study of communication
– MacLennan
- 1992
|
|
87
|
Self-organising vocabularies
– Steels
- 1996
|
|
79
|
How to invent a lexicon: the development of shared symbols in interaction
– Hutchins, Hazlehurst
- 1995
|
|
68
|
Biological evolution of the saussurean sign as a component of the language acquisition device
– Hurford
- 1989
|
|
65
|
Function, Selection and Innateness: the Emergence of Language Universals
– Kirby
- 1999
|
|
63
|
Perceptually grounded meaning creation
– Steels
- 1995
|
|
59
|
Grammaticalization
– Hopper, Traugott
- 1991
|
|
55
|
Computational simulations of the emergence of grammar
– Batali
- 1998
|
|
55
|
First verbs: a case study of early grammatical development
– Tomasello
- 1992
|
|
54
|
A Case Study in the Behavior-oriented Design of Autonomous Agents,’ From Animals to Animats
– Steels
- 1994
|
|
50
|
Phonetic universals in vowel systems
– Lindblom
- 1986
|
|
46
|
Exploring Complexity
– Nicolis, Prigogine
- 1985
|
|
45
|
Constructing and Sharing Perceptual Distinctions
– Steels
- 1997
|
|
38
|
Language contact, creolization, and genetic linguistics
– Thomason, Kaufmann
- 1988
|
|
32
|
Functional Grammar
– Dik
- 1978
|
|
22
|
Emergent vowel systems in a population of agents
– Boer
- 1997
|
|
21
|
Universals of Language
– Greenberg
- 1963
|
|
18
|
Principles of Linguistic Change. Volume 1: Internal Factors
– Labov
- 1994
|
|
10
|
Approaches to Grammaticalization
– Traugott, Heine
- 1991
|
|
4
|
Reflections on Language. Pantheon books
– Chomsky
- 1975
|
|
3
|
The major transitions in evolution. Freeman Spektrum
– Maynard-Smith, Szathmary
- 1994
|
|
2
|
and Eors Szathmary. The major transitions in evolution. Freeman Spektrum
– MaynardSmith
- 1994
|