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An Adaptive Strategy via Reinforcement Learning for the Prisoner's Dilemma Game

Lei Xue Changyin Sun Donald Wunsch Yingjiang Zhou Fang Yu

自动化学报（英文版）2018，Vol.5Issue(1)：301-310,10.
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自动化学报（英文版）2018，Vol.5Issue(1)：301-310,10.DOI:10.1109/JAS.2017.7510466

An Adaptive Strategy via Reinforcement Learning for the Prisoner's Dilemma Game

An Adaptive Strategy via Reinforcement Learning for the Prisoner's Dilemma Game

Lei Xue 1Changyin Sun 1Donald Wunsch 2Yingjiang Zhou 3Fang Yu4

作者信息

  • 1. Key Laboratory of Measurement and Control of Complex Systems of Engineering, Ministry of Education,School of Automation, Southeast University, Nanjing 210096, China
  • 2. Department of Electrical and Computer Engineering,Missouri University of Science and Technology, Rolla, MO 65409, USA
  • 3. College of Automation, Nanjing University of Posts and Telecommunications, Nanjing 210023, China
  • 4. Institute of Logistics Science and Engineering, Shanghai Maritime University, Shanghai 210096, China
  • 折叠

摘要

关键词

Complex network/prisoner's dilemma/reinforcement learning/temporal differences learning

Key words

Complex network/prisoner's dilemma/reinforcement learning/temporal differences learning

引用本文复制引用

Lei Xue,Changyin Sun,Donald Wunsch,Yingjiang Zhou,Fang Yu..An Adaptive Strategy via Reinforcement Learning for the Prisoner's Dilemma Game[J].自动化学报（英文版）,2018,5(1):301-310,10.

基金项目

This work was supported by the National Natural Science Foundation (NNSF) of China (61603196,61503079,61520106009,61533008),the Natural Science Foundation of Jiangsu Province of China (BK20150851),China Postdoctoral Science Foundation (2015M581842),Jiangsu Postdoctoral Science Foundation (1601259C),Nanjing University of Posts and Telecommunications Science Foundation (NUPTSF) (NY215011),Priority Academic Program Development of Jiangsu Higher Education Institutions,the open fund of Key Laboratory of Measurement and Control of Complex Systems of Engineering,Ministry of Education (MCCSE2015B02),and the Research Innovation Program for College Graduates of Jiangsu Province (CXLX1309). （NNSF）

自动化学报（英文版）

OACSCDEI

2329-9266

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