A multi-agent approach to controlling a smart environment

被引:0
|
作者
Cook, Diane J. [1 ]
Youngblood, Michael [1 ]
Das, Sajal K. [1 ]
机构
[1] Univ Texas, Dept Comp Sci & Engn, Arlington, TX 76019 USA
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The goal of the MavHome (Managing An Intelligent Versatile Home) project is to create a home that acts as a rational agent. The agent seeks to maximize inhabitant comfort and minimize operation cost. In order to achieve these goals, the agent must be able to predict the mobility patterns and device usages of the inhabitants. Because of the size of the problem, controlling a smart environment can be effectively approached as a multi-agent task. Individual agents can address a portion of the problem but must coordinate their actions to accomplish the overall goals of the system. In this chapter, we discuss the application of multi-agent systems to the challenge of controlling a smart environment and describe its implementation in the MavHome project.
引用
收藏
页码:165 / 182
页数:18
相关论文
共 50 条
  • [21] A multi-agent approach for the power management problem in smart homes
    Abras S.
    Pesty S.
    Ploix S.
    Jacomino M.
    Revue d'Intelligence Artificielle, 2010, 24 (05) : 649 - 671
  • [22] Ubiquitous Learning Environment: Smart Learning Platform with Multi-Agent Architecture
    Punnarumol Temdee
    Wireless Personal Communications, 2014, 76 : 627 - 641
  • [24] MAGE: Multi-agent environment
    Shi, ZZ
    Zhang, HJ
    Dong, MK
    Zhao, ZK
    2003 INTERNATIONAL CONFERENCE ON COMPUTER NETWORKS AND MOBILE COMPUTING, PROCEEDINGS, 2003, : 181 - 188
  • [25] Multi-agent trading environment
    Owen, MJ
    Lee, L
    Sewell, G
    Steward, S
    Thomas, D
    BT TECHNOLOGY JOURNAL, 1999, 17 (03) : 33 - +
  • [26] Behavior modeling based on multi-agent and multi-agent simulation environment
    Yin, QJ
    Du, XY
    Huang, K
    SYSTEM SIMULATION AND SCIENTIFIC COMPUTING, VOLS 1 AND 2, PROCEEDINGS, 2005, : 1531 - 1536
  • [27] Multi-agent environment in robotics
    Oliveira, Eugenio
    Camacho, R.
    Ramos, C.
    Robotica, 1991, 9 (pt 4) : 431 - 440
  • [28] Multi-Agent Environment MAGE
    Shi, ZZ
    CHINESE JOURNAL OF ELECTRONICS, 2002, 11 (02): : 292 - 292
  • [29] Scheduling in a multi-agent environment
    Schmotzer, M
    Paralic, J
    Csonto, J
    INTELLIGENT SYSTEMS FOR MANUFACTURING: MULTI-AGENT SYSTEMS AND VIRTUAL ORGANIZATION, 1998, : 77 - 86
  • [30] Combining Machine Learning and Multi-agent Approach for Controlling Traffic at Intersections
    Krzyszton, Mateusz
    Sniezynski, Bartlomiej
    COMPUTATIONAL COLLECTIVE INTELLIGENCE (ICCCI 2015), PT I, 2015, 9329 : 57 - 66