A Collaborative Learning System Based on Learners' Individuality Using Multi-agent

被引:0
|
作者
Fan, Yin
机构
关键词
agent; collaborative learning; multi-agent system;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In order to solve the problems existed in the present remote learning system, such as the monotonous pattern and passive educating, a multi-agent learning system model based on learner's individuality is presented in this paper. Integrate wit intelligent agent technology, the multi-agent learning system gives an agent capability description language by analyzing learner's personality, on the basis of which we suggest relevant personal grouping strategy and learning task allocation strategy. Furthermore, it uses compensates mechanism to encourage the agent cooperation, state-space-search theory to enable the MAS system to have the stronger problem solving ability, both of which can meet demand of active learning for the learners and to some extent economize communication of system and save the communication in the system in certain degree.
引用
收藏
页码:51 / 55
页数:5
相关论文
共 50 条
  • [41] Multi-agent system architectures for collaborative prognostics
    Adrià Salvador Palau
    Maharshi Harshadbhai Dhada
    Ajith Kumar Parlikad
    Journal of Intelligent Manufacturing, 2019, 30 : 2999 - 3013
  • [42] Multi-agent system architectures for collaborative prognostics
    Salvador Palau, Adria
    Dhada, Maharshi Harshadbhai
    Parlikad, Ajith Kumar
    JOURNAL OF INTELLIGENT MANUFACTURING, 2019, 30 (08) : 2999 - 3013
  • [43] An E-learning System Based on Multi-Agent
    Man, Zibin
    Zhao, Tinghong
    Li, Yanjun
    PROCEEDINGS OF 2008 INTERNATIONAL COLLOQUIUM ON ARTIFICIAL INTELLIGENCE IN EDUCATION, 2008, : 162 - 166
  • [44] A Self-Adaptive Multi-Agent System Approach for Collaborative Mobile Learning
    de la Iglesia, Didac Gil
    Felipe Calderon, Juan
    Weyns, Danny
    Milrad, Marcelo
    Nussbaum, Miguel
    IEEE TRANSACTIONS ON LEARNING TECHNOLOGIES, 2015, 8 (02): : 158 - 172
  • [45] Multi-Vehicle Collaborative Lane Changing Based on Multi-Agent Reinforcement Learning
    Zhang, Xiang
    Li, Shihao
    Wang, Boyang
    Xue, Mingxuan
    Li, Zhiwei
    Liu, Haiou
    2024 35TH IEEE INTELLIGENT VEHICLES SYMPOSIUM, IEEE IV 2024, 2024, : 1214 - 1221
  • [46] A multi-agent collaborative learning scheme for young university teachers based on reinforcement learning
    Jia, Fei
    World Transactions on Engineering and Technology Education, 2013, 11 (04): : 495 - 499
  • [47] A negotiation support system based on multi-agent collaborative working model
    Meng, B
    Niu, XT
    PROCEEDINGS OF 2003 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING, VOLS I AND II, 2003, : 111 - 115
  • [48] PheroSLAM: A Collaborative and Bioinspired Multi-agent System Based on Monocular Vision
    Falleiros, Evandro Luis S.
    Calvo, Rodrigo
    Ishii, Renato P.
    COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2015, PT II, 2015, 9156 : 71 - 85
  • [50] An EDM Multi-agent Collaborative Manufacturing System Based on Petri net
    Zhao Jinzhi
    Liu Yuantao
    Zhao Huiying
    ADVANCED MATERIALS AND ENGINEERING MATERIALS, PTS 1 AND 2, 2012, 457-458 : 921 - 926