Language Learning in Multi-Agent Systems

被引：0
|
作者：
Allen, Martin [1 ]
Goldman, Claudia V.
Zilberstein, Shlomo [1 ]
机构：
[1] Univ Massachusetts, Dept Comp Sci, Amherst, MA 01003 USA
来源：
19TH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI-05) | 2005年
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：
We present the problem of learning to communicate in decentralized and stochastic environments, analyzing it formally in a decision-theoretic context and illustrating the concept experimentally. Our approach allows agents to converge upon coordinated communication and action over time.
引用
收藏
页码：1649 / 1650
页数：2
相关论文
共 50 条
  • [1] Learning in multi-agent systems
    Alonso, E
    D'Inverno, M
    Kudenko, D
    Luck, M
    Noble, J
    KNOWLEDGE ENGINEERING REVIEW, 2001, 16 (03): : 277 - 284
  • [2] A Pattern Language for Multi-Agent Systems
    Weyns, Danny
    2009 JOINT WORKING IEEE/IFIP CONFERENCE ON SOFTWARE ARCHITECTURE AND EUROPEAN CONFERENCE ON SOFTWARE ARCHITECTURE, 2009, : 191 - 200
  • [3] Multi-Agent Language Learning: Symbolic Mapping
    Feng, Yicheng
    Lu, Zongqing
    FINDINGS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2023), 2023, : 7756 - 7770
  • [4] Learning in BDI multi-agent systems
    Guerra-Hernández, A
    El Fallah-Seghrouchini, A
    Soldano, H
    COMPUTATIONAL LOGIC IN MULTI-AGENT SYSTEMS, 2004, 3259 : 218 - 233
  • [5] Learning communication for multi-agent systems
    Giles, CL
    Jim, KC
    INNOVATIVE CONCPTS FOR AGENT-BASED SYSTEMS, 2002, 2564 : 377 - 390
  • [6] Problems of learning in multi-agent systems
    Lhotska, L
    Klema, J
    Stepankova, O
    INTELLIGENT SYSTEMS FOR MANUFACTURING: MULTI-AGENT SYSTEMS AND VIRTUAL ORGANIZATION, 1998, : 615 - 624
  • [7] Learning and communication in multi-agent systems
    Friedrich, H
    Kaiser, M
    Rogalla, O
    Dillmann, R
    DISTRIBUTED ARTIFICIAL INTELLIGENCE MEETS MACHINE LEARNING: LEARNING IN MULTI-AGENT ENVIRONMENTS, 1997, 1221 : 259 - 275
  • [8] Learning Fairness in Multi-Agent Systems
    Jiang, Jiechuan
    Lu, Zongqing
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), 2019, 32
  • [9] Explanation Language Syntax for Multi-Agent Systems
    Hedhili, Aroua
    Chaari, Wided Lejouad
    Ghedira, Khaled
    WORLD CONGRESS ON COMPUTER & INFORMATION TECHNOLOGY (WCCIT 2013), 2013,
  • [10] Emergence and evolution of language in multi-agent systems
    Lipowska, Dorota
    Lipowski, Adam
    LINGUA, 2022, 272
12345