Feng LIU

   Software Institute, Nanjing University


  [联系方式] [研究领域] [课程] [近年论文] [学生] [推荐链接]

 

   联系方式

   Mail: Software Institute, Nanjing University

   Nanjing, Jiangsu, 210093

   P.R. China

Email:  fengliu@nju.edu.cn
Phone:  (86)25-83621360 ext.914
Office: Fee Yimin Office Building #914

 

   研究领域

   不确定环境下决策方法研究:基于马尔可夫模型的序列规划和强化学习方法

   大规模数据分析方法研究:基于粗糙集的属性约简、异常数据识别、离群点检测

   智能Web技术研究与应用

 

 

   课程

   《计算机网络》

  本科二年级

   《应用集成原理与技术》

  本科三年级

   《计算机图形学》

  本科四年级

   《高级计算机网络》

  研究生

     出版教材:刘峰,郑滔,《应用集成原理与技术》,清华大学出版社,2011

   

   

   近年论文

刘峰 “一种基于杂合标准的POMDP值迭代求解方法”,模式识别与人工智能,2016.12

刘峰,王崇骏,骆斌,“一种基于最优策略概率分布的POMDP值迭代算法”,电子学报,2016.5 

Feng Liu and Zebang Song, “A Probabilistic Greedy Search Value Iteration Algorithm for POMDP”,ICTAI2016, 2016.11,San Jose, CA, US

Feng Liu, Xin Jin, and Yunfeng She, “No-Fringe U-Tree: An Optimized Algorithm for Reinforcement Learning”,ICTAI2016, 2016.11,San Jose, CA, US

Feng Liu, Xia Hua, and Xin Jin, “A Hybrid Heuristic Value Iteration Algorithm for POMDP”,ICTAI2016, 2016.11,San Jose, CA, US

Liu Feng, Wang Chongjun, Ge Jidong, Luo Bin, “PCFBPI: A Point Clustering Feature Based Policy Iteration Algorithm”,ICTAI2015, 2015.11, Italy

Liu Feng and Luo Bin. “POPVI: A Probability-Based Optimal Policy Value Iteration Algorithm”, PRICAI2014: Trends in Artificial Intelligence. Springer International Publishing, 627-639, 2014

Liu Feng, Li Haibo, Wang Chongjun. “nso-HSVI: A not-so-optimistic Heuristic Search Value Iteration Algorithm for POMDPs”, ICTAI2014, 2014

Du Bo, Liu Feng, Zhao Zhihong. A point-reduced POMDP value iteration algorithm with application to robot navigation[C]//Intelligent Control and Automation (WCICA), 2014 11th World Congress on. IEEE, 2014: 1427-1432

Li Wei, Liu Feng, Zhao Zhihong. A Practicable Heuristic Attributes Reduction Algorithm for Ordered Information Systems[M]//Foundations of Intelligent Systems. Springer Berlin Heidelberg, 2012: 141-149

雷珠,刘峰,赵志宏,预测状态表示综述,计算机应用研究,2010,02期

王辉,刘峰,赵志宏,骆斌,基于粗糙集值约简改进算法的进程异常检测,计算机应用研究,2010,03期

 

 

   学生

 

 

   推荐链接

    http://trec.nist.gov/

    http://www.pomdp.org/

    http://www.cs.mcgill.ca/~jpineau/