Service composition based on multi-agent in the cooperative game

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• 作者：Yu Lei^a ; ^b ; ^{yuleiimu@sohu.com}Author Vitae ; Zhang Junxing^aAuthor Vitae
• 关键词：Distributed artificial intelligence ; Cooperative games ; Multi-agent coordination ; QoS ; Reinforcement learning
• 刊名：Future Generation Computer Systems
• 出版年：2017
• 出版时间：March 2017
• 年：2017
• 卷：68
• 期：Complete
• 页码：128-135
• 全文大小：1468 K
• 卷排序：68

文摘

Agents obtain more learning experiences comparing with cooperative games for one fixed agent. Two-player cooperative games are used so that each agent can learn the strategy concurrently. Reinforcement learning is used in the multi-agents based service composition method.