A Multi-Agent Game for Studying Human Decision-making

被引:0
|
作者
Yu, Han [1 ]
Yu, Xinjia [1 ]
Lim, Su Fang [1 ]
Lin, Jun [1 ]
Shen, Zhiqi [1 ]
Miao, Chunyan [1 ]
机构
[1] Nanyang Technol Univ, Joint NTU UBC Res Ctr Excellence Act Living Elder, 50 Nanyang Ave, Singapore 639798, Singapore
基金
新加坡国家研究基金会;
关键词
Reputation; trust; decision-making; bench-marking; game;
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
Understanding how human beings delegate tasks to trustees when presented with reputation information is important for building trust models for human-agent collectives. However, there is a lack of suitable platforms for building large scale datasets on this topic. We describe a demonstration of a multi-agent game for training students in the practice of Agile software engineering. Through interacting with agent competitors in the game, the behavior data related to users' decision-making process under uncertainty and resource constraints are collected in an unobtrusive fashion. These data may provide multi-agent trust researchers with new insight into the human decision-making process, and help them benchmark their proposed models.
引用
收藏
页码:1661 / 1662
页数:2
相关论文
共 50 条
  • [1] Meta-game HOLOS as a Multi-agent Decision-Making Laboratory
    Kolbusz, Rolislaw J.
    Kotowski, Romuald
    Kasianiuk, Krzysztof
    [J]. COMPUTATIONAL COLLECTIVE INTELLIGENCE: SEMANTIC WEB, SOCIAL NETWORKS AND MULTIAGENT SYSTEMS, 2009, 5796 : 229 - +
  • [2] Fairness in Multi-Agent Sequential Decision-Making
    Zhang, Chongjie
    Shah, Julie A.
    [J]. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 27 (NIPS 2014), 2014, 27
  • [3] A hybrid approach to multi-agent decision-making
    Trigo, Paulo
    Coelho, Helder
    [J]. ECAI 2008, PROCEEDINGS, 2008, 178 : 413 - +
  • [4] Fast and Flexible Multi-Agent Decision-Making
    Leonard, Naomi Ehrich
    [J]. 2023 62ND IEEE CONFERENCE ON DECISION AND CONTROL, CDC, 2023, : 2 - 2
  • [5] Multi-agent Pursuit with Decision-making and Formation Control
    Zhang, Wenxu
    Chen, Xiaolong
    Ma, Lei
    Zhao, Duo
    [J]. 2013 32ND CHINESE CONTROL CONFERENCE (CCC), 2013, : 7016 - 7022
  • [6] Integrated Cooperation and Competition in Multi-Agent Decision-Making
    Wray, Kyle Hollins
    Kumar, Akshat
    Zilberstein, Shlomo
    [J]. THIRTY-SECOND AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTIETH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / EIGHTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2018, : 4751 - 4758
  • [7] Editorial: Decision-making and planning for multi-agent systems
    Tsiotras, Panagiotis
    Gombolay, Matthew
    Foerster, Jakob
    [J]. FRONTIERS IN ROBOTICS AND AI, 2024, 11
  • [8] An LSTM-based Game Theory Method for Multi-Agent Decision-Making in Highway Scenarios
    Hu, Siyuan
    Zhang, Chaojie
    Wang, Jun
    [J]. 2023 AMERICAN CONTROL CONFERENCE, ACC, 2023, : 2351 - 2356
  • [9] Multi-agent service behavioral decision-making based on evolutionary game under intermediary agencies
    Qi, Liangqun
    Wu, Jiaying
    [J]. Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, 2023, 29 (05): : 1768 - 1780
  • [10] Global decision-making in multi-agent decision-making system with dynamically generated disjoint clusters
    Przybyla-Kasperek, Malgorzata
    Wakulicz-Deja, Alicja
    [J]. APPLIED SOFT COMPUTING, 2016, 40 : 603 - 615