题名 | Towards efficient selection of web services with reinforcement learning process |
作者 | |
发表日期 | 2005 |
会议名称 | 17th International Conference on Tools with Artificial Intelligence |
会议录名称 | Proceedings - 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'05)
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ISBN | 0769524885 |
ISSN | 1082-3409 |
卷号 | 2005 |
页码 | 372-376 |
会议日期 | 14-16 Nov. 2005 |
会议地点 | Hong Kong, China |
摘要 | As an emerging technology for implementing web services over the Internet, mobile agent model has several advantages over the traditional RPC model. However, with the popularity of distributed networks (e.g. Internet), web service providers tend to rely on external resources to complete certain tasks. This definitely increases the difficulty in locating appropriate service providers according to clients' requirements in the new scenario. To address this issue, we propose a reinforcement learning process based on the mobile agent model, which makes agents more efficient and intelligent in selecting web service providers. Finally, an implementation of our prototype is presented. © 2005 IEEE. |
DOI | 10.1109/ICTAI.2005.122 |
URL | 查看来源 |
收录类别 | CPCI-S |
语种 | 英语English |
WOS研究方向 | Computer Science |
WOS类目 | Computer Science, Artificial Intelligence |
WOS记录号 | WOS:000234632500057 |
Scopus入藏号 | 2-s2.0-33845889050 |
引用统计 | |
文献类型 | 会议论文 |
条目标识符 | https://repository.uic.edu.cn/handle/39GCC9TT/6988 |
专题 | 个人在本单位外知识产出 |
作者单位 | 1.Department of Computer Science,University of Hong Kong,Hong Kong,China 2.E-business,Technology Institute,University of Hong Kong,Hong Kong,China 3.Department of Computer Science,Nanjing University,Nanjing,China |
推荐引用方式 GB/T 7714 | Cai, Dongjun,Luo, Zongwei,Qian, Kunet al. Towards efficient selection of web services with reinforcement learning process[C], 2005: 372-376. |
条目包含的文件 | 条目无相关文件。 |
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