کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
554836 | 873897 | 2008 | 10 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Agent learning in the multi-agent contracting system [MACS]
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
سیستم های اطلاعاتی
پیش نمایش صفحه اول مقاله
چکیده انگلیسی
This paper presents a Bayesian learning approach for a multi-agent system, called multi-agent contracting system [MACS]. The system learns to identify an appropriate agent to answer free-text queries and keyword searches for defense contracting. This research builds on past work by some of the authors by extending MACS to a truly intelligent multi-agent system with the ability to learn from and adapt to its environment. The efficacy of MACS is determined by analyzing the accuracy and degree of learning in the system. This is accomplished by testing the system against historical data.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Decision Support Systems - Volume 45, Issue 1, April 2008, Pages 140–149
Journal: Decision Support Systems - Volume 45, Issue 1, April 2008, Pages 140–149
نویسندگان
Bonnie Rubenstein Montano, Victoria Yoon, Kevin Drummey, Jay Liebowitz,