Evolution of communication and language using signals, symbols, and words

被引:70
作者
Cangelosi, A [1 ]
机构
[1] Univ Plymouth, Ctr Neural & Adapt Syst, Plymouth PL4 8AA, Devon, England
关键词
artificial life; evolution of language; neural networks; symbol grounding;
D O I
10.1109/4235.918429
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper describes different types of models for the evolution of communication and language. It uses the distinction between signals, symbols, and words for the analysis of evolutionary models of language. In particular, it shows how evolutionary computation techniques such as artificial life can be used to study the emergence of syntax and symbols from simple communication signals. Initially, a computational model that evolves repertoires of isolated signals is presented. This study has simulated the emergence of signals for naming foods in a population of foragers, This type of model studies communication systems based on simple signal-object associations. Subsequently, models that study the emergence of grounded symbols are discussed in general, including a detailed description of a work on the evolution of simple syntactic rules, This model focuses on the emergence of symbol-symbol relationships in evolved languages. Finally, computational models of syntax acquisition and evolution are discussed. These different types of computational models provide an operational definition of the signal/symbol/word distinction. The simulation and analysis of these types of models will help to understand the role of symbols and symbol acquisition in the origin of language.
引用
收藏
页码:93 / 101
页数:9
相关论文
共 26 条
  • [1] [Anonymous], 1996, The evolution of communication
  • [2] [Anonymous], 1987, CATEGORICAL PERCEPTI
  • [3] [Anonymous], COMMUNICATING MEANIN
  • [4] Batali J., 1994, Artificial Life IV. Proceedings of the Fourth International Workshop on the Synthesis and Simulation of Living Systems, P160
  • [5] Cangelosi A, 1999, LECT NOTES ARTIF INT, V1674, P654
  • [6] The emergence of a 'language' in an evolving population of neural networks
    Cangelosi, A
    Parisi, D
    [J]. CONNECTION SCIENCE, 1998, 10 (02) : 83 - 97
  • [7] From robotic toil to symbolic theft: grounding transfer from entry-level to higher-level categories
    Cangelosi, A
    Greco, A
    Harnad, S
    [J]. CONNECTION SCIENCE, 2000, 12 (02) : 143 - 162
  • [8] Cheney D. L, 1990, MONKEYS SEE WORLD IN, DOI DOI 10.7208/CHICAGO/9780226218526.001.0001
  • [9] CHRISTIANSEN MH, IN PRESS COGN SCI
  • [10] Clark E. V., 1993, LEXICON ACQUISITION, DOI DOI 10.1017/CBO9780511554377