標題: A Proposal for Intelligent Agents with Adjusting Self-Reputation Capability for Preventing Fraud in Multi-Agent Societies
作者: Wang, Sheng-Wen
Huang, Chung-Yuan
Sun, Chuen-Tsai
資訊工程學系
Department of Computer Science
關鍵字: intelligent agent;e-commerce;self-reputation;prisoners' dilemma;multi-agent society;cooperation and defection
公開日期: 1-三月-2014
摘要: Intelligent agents are increasingly being used for tasks such as e-commerce auto-bidding. Cooperation and defection challenges commonly found in multi-agent systems make the design and construction of a reliable reputation mechanism an important research and engineering goal. Here we describe our proposal for an intelligent agent model that addresses learning issues in terms of self-reputation. The agents in our proposed model are capable of evaluating their behaviors based on a mix of public and private interest considerations, and of testing various solutions aimed at mitigating self-discrepancy and meeting social standards. Our results indicate promise for integrating a self-reputation mechanism into a self-learning framework in a manner that encourages the early emergence of social cooperation among multiple agents and specific cooperation with individual agents.
URI: http://hdl.handle.net/11536/24308
ISSN: 1016-2364
期刊: JOURNAL OF INFORMATION SCIENCE AND ENGINEERING
Volume: 30
Issue: 2
起始頁: 313
結束頁: 332
顯示於類別:期刊論文