The Multipurpose Enhanced Cognitive Architecture (MECA)

被引：14
作者：
Gudwin, Ricardo [1 ]
Paraense, Andre [1 ]
de Paula, Suelen M. [1 ]
Froes, Eduardo [1 ]
Gibaut, Wandemberg [1 ]
Castro, Elisa [1 ]
Figueiredo, Vera [1 ]
Raizer, Klaus [2 ]
机构：
[1] Univ Campinas UNICAMP, Campinas, SP, Brazil
[2] Ericsson Telecomunicacoes SA, RLAM Innovat Ctr, Indaiatuba, SP, Brazil
来源：
BIOLOGICALLY INSPIRED COGNITIVE ARCHITECTURES | 2017年 / 22卷
基金：
巴西圣保罗研究基金会;
关键词：
Cognitive architecture; Dual-process theory; Dynamic subsumption; CST; GLOBAL WORKSPACE THEORY; DUAL-PROCESS THEORIES; PREFRONTAL CORTEX; EPISODIC MEMORY; WORKING-MEMORY; BASAL GANGLIA; MODEL; SYSTEMS; SIMULATION; LANGUAGE;
D O I：
10.1016/j.bica.2017.09.006
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 present an introduction to MECA, the Multipurpose Enhanced Cognitive Architecture, a cognitive architecture developed by our research group and implemented in the Java language. MECA was designed based on many ideas coming from Dual Process Theory, Dynamic Subsumption, Conceptual Spaces and Grounded Cognition, and constructed using CST, a toolkit for the construction of cognitive architectures in Java, also developed by our group. Basically MECA promotes an hybridism of SOAR, used to implement rule-based processing and space-state exploration in System 2 modules, with a Dynamic Subsumption Motivational System performing the role of System 1, using a representational system based on conceptual spaces and grounded cognition. We review the conceptual background used on MECA and further provide a detailed description of the many MECA sub-systems.
引用
收藏
页码：20 / 34
页数：15
相关论文
共 90 条
[1]  
[Anonymous], 2004, CONCEPTUAL SPACES GE
[2]  
[Anonymous], 2008, THESIS STANFORD U
[3]  
[Anonymous], 2012, International journal on advances in systems and measurements
[4]  
[Anonymous], 1997, Affective Computing
[5]  
[Anonymous], TUTORIAL CLARION 5 0
[6]  
[Anonymous], SOAR COGNITIVE ARCHI
[7]  
[Anonymous], 2016, ARXIV PREPRINT ARXIV
[8]  
[Anonymous], 2011, Journal of Behavioral and Brain Science, DOI [10.4236/jbbs.2011.12005, DOI 10.4236/JBBS.2011.12005]
[9]  
Arkin R.C., 1998, Behavior-Based Robotics
[10]   Artwork creation by a cognitive architecture integrating computational creativity and dual process approaches [J].
Augello, Agnese ;
Infantino, Ignazio ;
Lieto, Antonio ;
Pilato, Giovanni ;
Rizzo, Riccardo ;
Vella, Filippo .
BIOLOGICALLY INSPIRED COGNITIVE ARCHITECTURES, 2016, 15 :74-86
123456789