A new multi-robot self-determination cooperation method based on immune agent network

被引:0
|
作者
Gao, YY [1 ]
Wei, W [1 ]
机构
[1] Zhejiang Univ, Coll Elect Engn, Hangzhou, Peoples R China
来源
2005 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), VOLS 1-4 | 2005年
关键词
artificial immune system; multi-agent; multi-robot; self-determination cooperation;
D O I
暂无
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
In this paper, we propose an immune agent model combining the artificial immune system with the agent technology. In the model, a robot is regarded as an antibody and each environmental condition as an antigen respectively. Furthermore, based on the model, a new multi-robots cooperation algorithm is designed to build self-determination cooperation among robots even in a new environment. Inspired by pheromone from ants algorithm, a new pheromone as Inter-stimulus between robots in the model is introduced to the algorithm. By comparing the inter-stimulus value between antigen and antibody and among antibodies, the system will autonomously produce appropriate antibodies to kill the antigen. Finally, the model will be verified by simulation.
引用
收藏
页码:390 / 395
页数:6
相关论文
共 50 条
  • [21] Transformer-based Multi-Agent Reinforcement Learning for Generalization of Heterogeneous Multi-Robot Cooperation
    Cai, Yuxin
    He, Xiangkun
    Guo, Hongliang
    Yau, Wei-Yun
    Lv, Chen
    2024 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS 2024), 2024, : 13695 - 13702
  • [22] Hierarchical Consensus-Based Multi-Agent Reinforcement Learning for Multi-Robot Cooperation Tasks
    Feng, Pu
    Liang, Junkang
    Wang, Size
    Yu, Xin
    Ji, Xin
    Chen, Yiting
    Zhang, Kui
    Shi, Rongye
    Wu, Wenjun
    2024 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, IROS 2024, 2024, : 642 - 649
  • [23] Cooperation Through Self-Assembly in Multi-Robot Systems
    Tuci, Elio
    Gross, Roderich
    Trianni, Vito
    Mondada, Francesco
    Bonani, Michael
    Dorigo, Marco
    ACM TRANSACTIONS ON AUTONOMOUS AND ADAPTIVE SYSTEMS, 2006, 1 (02) : 115 - 150
  • [24] Multi-robot cooperation based on hierarchical reinforcement learning
    Cheng, Xiaobei
    Shen, Jing
    Liu, Haibo
    Gu, Guochang
    COMPUTATIONAL SCIENCE - ICCS 2007, PT 3, PROCEEDINGS, 2007, 4489 : 90 - +
  • [25] On Multi-robot Cooperation Based on MAS and Sensor Information
    Li Leimin
    Liu Gang
    PROCEEDINGS OF THE 27TH CHINESE CONTROL CONFERENCE, VOL 5, 2008, : 500 - +
  • [26] The Research of Environment Perception based on the Cooperation of Multi-robot
    Cheng Liying
    Xue Dingyu
    Cong Yang
    Jiang Xuehui
    Zhao Shuying
    PROCEEDINGS OF THE 2012 24TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2012, : 1914 - 1919
  • [27] Multi-robot motion cooperation algorithm based on RGA
    Jing, Xing-Jian
    Wang, Yue-Chao
    Jiqiren/Robot, 2002, 24 (01):
  • [28] AUTONOMOUS AND ROBUST MULTI-ROBOT COOPERATION USING AN ARTIFICIAL IMMUNE SYSTEM
    Khan, Muhammad T.
    de Silva, Clarence W.
    INTERNATIONAL JOURNAL OF ROBOTICS & AUTOMATION, 2012, 27 (01): : 60 - 75
  • [29] Multi-agent-based auctions for multi-robot exploration
    Ma, Xin
    Meng, Fang
    Li, Yibin
    Chen, Weidong
    Xi, Yugeng
    WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 229 - 229
  • [30] MULTI-ROBOT COOPERATION USING AN IMMUNE SYSTEM MODEL FOR MULTI-OBJECT TRANSPORTATION
    Khan, Muhammad T.
    de Silva, Clarence W.
    INTERNATIONAL JOURNAL OF ROBOTICS & AUTOMATION, 2013, 28 (01): : 42 - 56