The cognitive systems toolkit and the CST reference cognitive architecture

被引:19
|
作者
Paraense, Andre L. O. [1 ]
Raizer, Klaus [2 ]
de Paula, Suelen M. [1 ]
Rohmer, Eric [1 ]
Gudwin, Ricardo R. [1 ]
机构
[1] Univ Estadual Campinas, DCA FEEC, Campinas, SP, Brazil
[2] Ericsson Res, Indaiatuba, SP, Brazil
基金
巴西圣保罗研究基金会;
关键词
Cognitive architecture; Reptilian brain; Subsumption architecture; GLOBAL WORKSPACE THEORY; EPISODIC MEMORY; WORKING-MEMORY; BASAL GANGLIA; MODEL; CORTEX; EMOTION; LIDA;
D O I
10.1016/j.bica.2016.07.005
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we introduce the Cognitive Systems Toolkit (CST) and its underlying CST Reference Cognitive Architecture. CST is a general toolkit for the construction of cognitive architectures, which reties on a set of concepts which are familiar to many other cognitive architecture and constitute CST's core. This core is general enough such that problem-specific cognitive architectures might be generated by using CST. At the same time, CST specify a more general Reference Cognitive Architecture, which is a reference model for the construction of application specific cognitive architectures. Differently from other Cognitive Architectures available in the literature, which are computational frameworks, CST is a tootkit, which means more flexibility in choosing specific techniques and algorithms for setting up the application architecture. After presenting the architecture core, we develop an illustrative example showing how CST can be used to implement a simple subsumption architecture in a robotic application. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:32 / 48
页数:17
相关论文
共 50 条
  • [1] The Multipurpose Enhanced Cognitive Architecture (MECA)
    Gudwin, Ricardo
    Paraense, Andre
    de Paula, Suelen M.
    Froes, Eduardo
    Gibaut, Wandemberg
    Castro, Elisa
    Figueiredo, Vera
    Raizer, Klaus
    BIOLOGICALLY INSPIRED COGNITIVE ARCHITECTURES, 2017, 22 : 20 - 34
  • [2] Cognitive architecture for cognitive cyber-physical systems
    Ali, Jana Al Haj
    Lezoche, Mario
    Panetto, Herve
    Naudet, Yannick
    Gaffinet, Ben
    IFAC PAPERSONLINE, 2024, 58 (19): : 1180 - 1185
  • [3] Memory systems within a cognitive architecture
    Sun, Ron
    NEW IDEAS IN PSYCHOLOGY, 2012, 30 (02) : 227 - 240
  • [4] A Hands-on Laboratory Tutorial on Using CST to Build a Cognitive Architecture
    Gudwin, Ricardo R.
    BIOLOGICALLY INSPIRED COGNITIVE ARCHITECTURES (BICA) FOR YOUNG SCIENTISTS, 2018, 636 : 65 - 71
  • [5] A cognitive architecture for the implementation of emotions in computing systems
    Vallverdu, Jordi
    Talanov, Max
    Distefano, Salvatore
    Mazzara, Manuel
    Tchitchigin, Alexander
    Nurgaliev, Ildar
    BIOLOGICALLY INSPIRED COGNITIVE ARCHITECTURES, 2016, 15 : 34 - 40
  • [6] Emotion Contagion in a Cognitive Architecture
    Allen, Joseph
    Sun, Ron
    PROCEEDINGS OF 2016 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI), 2016,
  • [7] Extending the Soar Cognitive Architecture
    Laird, John E.
    ARTIFICIAL GENERAL INTELLIGENCE 2008, 2008, 171 : 224 - 235
  • [8] A cognitive-affective architecture for ECAs
    Perez, Joaquin
    Cerezo, Eva
    Seron, Francisco J.
    Rodriguez, Luis-Felipe
    BIOLOGICALLY INSPIRED COGNITIVE ARCHITECTURES, 2016, 18 : 33 - 40
  • [9] A neural cognitive architecture
    Huyck, Christian R.
    COGNITIVE SYSTEMS RESEARCH, 2020, 59 : 171 - 178
  • [10] AHA: A general cognitive architecture for Darwinian agents
    Budaev, Sergey
    Giske, Jarl
    Eliassen, Sigrunn
    BIOLOGICALLY INSPIRED COGNITIVE ARCHITECTURES, 2018, 25 : 51 - 57