Adaptive agent architecture inspired by human behavior

被引:3
|
作者
Wickramasinghe, LK [1 ]
Alahakoon, LD [1 ]
机构
[1] Monash Univ, Sch Business Syst, Clayton, Vic 3168, Australia
关键词
D O I
10.1109/IAT.2004.1342993
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Intelligent agent technology can be considered as a step towards the next stage of artificial intelligence. This new technology attempts to bridge the gap between man and machine. When bridging the man-machine gap, one of the main issues to address is how to make agents capable of autonomous actions in a dynamic environment. Inspired by human behavior, psychology and brain science, this paper presents a layered agent architecture which combines two fundamental forms of adaptation: learning and evolution. Each layer depicts the functionality of a human being making the agent better prepared to face environment dynamisms. The novel feature of the proposed architecture is, it enables the agent to evolve such that, the best action required for a given state of the environment is identified through learning rather than. using a pre defined set of actions or plans.
引用
收藏
页码:450 / 453
页数:4
相关论文
共 50 条
  • [41] A distributed agent architecture for human operations in space
    Anderson, D
    Belknap, M
    Jacobi, D
    Cui, XH
    Ragade, RK
    Kantardzic, M
    Elmaghraby, AS
    INTELLIGENT SYSTEMS, 2002, : 71 - 76
  • [42] Onboard Learning of Adaptive Behavior: Biologically Inspired and Formal Methods
    Huntsberger, Terry
    AT-EQUAL 2009: 2009 ECSIS SYMPOSIUM ON ADVANCED TECHNOLOGIES FOR ENHANCED QUALITY OF LIFE: LAB-RS AND ARTIPED 2009, 2009, : 152 - 157
  • [43] Adaptive and Cooperative Multi-Agent Fuzzy System Architecture
    Daneshfar, Fatemeh
    Akhlaghian, Fardin
    Mansoori, Fathollah
    2009 14TH INTERNATIONAL COMPUTER CONFERENCE, 2009, : 30 - +
  • [44] Adaptive, agile approaches to organizational architecture utilizing agent technology
    Ottaway, TA
    Burns, JR
    DECISION SCIENCES, 1997, 28 (03) : 483 - 511
  • [45] MetaMorph: an adaptive agent-based architecture for intelligent manufacturing
    Maturana, F
    Shen, W
    Norrie, DH
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1999, 37 (10) : 2159 - 2173
  • [46] An Architecture Proposal for Human-Agent Societies
    Billhardt, Holger
    Julian, Vicente
    Manuel Corchado, Juan
    Fernandez, Alberto
    HIGHLIGHTS OF PRACTICAL APPLICATIONS OF HETEROGENEOUS MULTI-AGENT SYSTEMS: THE PAAMS COLLECTION, 2014, 430 : 344 - 357
  • [47] Adaptive Circadian Rhythms for Autonomous and Biologically Inspired Robot Behavior
    Maroto-Gomez, Marcos
    Malfaz, Maria
    Castro-Gonzalez, Alvaro
    Carrasco-Martinez, Sara
    Salichs, Miguel angel
    BIOMIMETICS, 2023, 8 (05)
  • [48] Behavior-based dual dynamic agent architecture
    Bo Wu
    Min Wu
    Wei-hua Cao
    Journal of Central South University of Technology, 2003, 10 : 272 - 274
  • [49] Detaching and grasping strategy inspired by human behavior
    Kaneko, M
    Shirai, T
    Tsuji, T
    ROMANSY 13 - THEORY AND PRACTICE OF ROBOTS AND MANIPULATORS, 2000, 422 : 121 - 130
  • [50] Human Behavior Inspired Machine Reading Comprehension
    Zheng, Yukun
    Mao, Jiaxin
    Liu, Yiqun
    Ye, Zixin
    Zhang, Min
    Ma, Shaoping
    PROCEEDINGS OF THE 42ND INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL (SIGIR '19), 2019, : 425 - 434