专业授课与教学成果
主要承担《算法设计与分析》、《汇编语言》、《C语言程序设计》、《计算机网络原理》、《离散结构》、《可视化程序设计》、《专业英语》等课程教学。
研究方向及研究团队
主要从事人工智能与机器学习学科领域科研工作。
科研成果
科研项目：
1.智能体在部分可观测马尔可夫环境下的激励学习研究， 国家自然科学基金, 2002-2005，主研。
2. 多时间尺度风险敏感度MDP研究，555000Jc线路检测中心科研基金，主持。
3. 湖南省青年骨干教师培养对象，湖南省教育厅项目，主持。
4.火力发电厂分布式数据采集与故障诊断系统，湖南省电力局科研项目（1998 年），主持。
5.智能体在部分可观测马尔可夫环境下的激励学习研究，国家自然科学基金项目，主研。
6.江西省地区电网负荷预测与分析系统，江西省电力总公司，主研。
7.教学管理软件的开发与推广，长沙电力学院教研项目 （2000年），主研。
8.激励学习算法的收敛性研究，湖南省教委科研项目（2000年），主研。
9.激励学习智能体最优控制策略及其在微经济环境下的决策问题，湖南省教育厅科研基金项目（2007），主持。
10.多时间参数风险敏感度MDP研究，555000Jc线路检测中心科研基金项目（2006），主持。
发表论文：
1.残差字典学习的快速图像超分辨率算法，王建新，吴宏林， 张建明，殷苌茗，计算机科学与探索，2017（2）
2.融合HSV空间与形态学的救生衣图像分割，谭晓波，殷苌茗，计算机应用与软件，2016（4）
3.基于YCbCr的自适应混合高斯模型背景建模，黄玉，殷苌茗等，计算机工程与科学，2015（23）
4.改进型WLD与LBP特征融合的行人检测，谭飞刚，殷苌茗等，计算机工程，2014（15）
5.采用圆谐-傅里叶矩的图像区域复制粘贴篡改检测，秦娟，李峰，向凌云，殷苌茗，中国图形图像学报，2013（15）
6.一种适用于有损压缩图像的重采样检测算法，陈孟原，李峰，殷苌茗，计算机工程，2012（7）
7.一种改进的瞳孔中心估计方法，李忠科，殷苌茗，微计算机信息，2011（1）
8.基于量化噪声的JPEG图像篡改检测，王虹，李峰，熊兵，殷苌茗，计算机工程与应用，2011（8）
9.基于模糊不变矩的复制粘贴伪造检测方法，许国栋，李峰，熊兵，殷苌茗，计算机工程与应用，2011（3）
10.一种新型的基于神经网络的图像检索算法，李峰，熊兵，殷苌茗，微计算机信息，2010（2）
11.基于因素化表示的TD(λ)算法，戴帅，殷苌茗等，计算机工程，2009
12.基于组合神经网络的Sarsa(λ)学习算法，殷苌茗，付超红等，计算机工程，2008
13.基于ACCA的Option自动生成算法，胡明辉，殷苌茗等，计算机工程与设计，2008（2）
14.基于多智能体的融合Sarsa(λ)学习算法，薛丽华，殷苌茗等，计算机工程与应用，2008（4）
15.Optimal Equality for Multi-Time Scale Risk-Sensitive Markov Decision Processes， Proceedings in ISCST, 2005, Ningbo, China
16.Automatic Discovery of Subgoals for Sequential Decision Problems Using Potential Fields，Proceedings in ICNC, 2005: 384-391.
17.求解POMDP的动态合并激励学习算法，计算机工程, No.19,2005
18.基于动态规划的激励学习遗忘算法，计算机工程与应用, 2004,Vol 40, No.20
19.Reinforcement Learning Forgetting Algorithm Based on Dynamic Programming，Journal of Computer Engineering and Applications, 2004, Vol 40, No.20.
20.Average Asymptotic Temporal Difference Learning Forgetting Algorithm on Eligibility Trace, Journal of Changsha University of Electric Power, 2003 (4).
21.Reinforcement Learning Algorithm for Solving RTDP with Variational Environment. ICGST International Journal on Artificial Intelligence and Machine Learning (AIML), Volume (7), Issue (I), pp17-21.
22.Reinforcement Learning Algorithms Based on mGA and EA with Policy Iterations. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Bio-Inspired Computational Intelligence and Applications - International Conference on Life System Modeling and Simulation, LSMS 2007, Proceedings v 4688 LNCS 2007.
23.Risk-Sensitive Reinforcement Learning Algorithms with Generalized Average Criterion. Applied Mathematics and Mechanics-English Edition, 2007, V28, N3 ( MAR ) , pp405-416.
24.Global Attractor for KGS Lattice System. Applied Mathematics and Mechanics-English Edition, 2007, V28, N5 (MAC), pp619-628.
25.Fused Sarsa（lambda）Learning Algorithm Based-on Multi-agent. Journal of Computer Engineering and Applications, 2008, 44 (4), pp182-183.
26.Automatic Discovery of Subgoals for Sequential Decision Problems Using Potential Fields. 2005 International Conference on Natural Computation/2005 International Conference on Fuzzy Systems and knowledge Discovery (ICNC'05-FSKD'05), IEEE. 27-29 August 2005, Changsha, China. (Lecture Notes in Computer Science, v 3612, n PART III, Advances in Natural Computation: First International Conference, ICNC 2005. Proceedings, 2005, pp384-391)
27.Optimal Equality for Multi-Time Scale Risk-Sensitive Markov Decision Processes. Proceedings in the International Symposium on Computer Science and Technology 2005, Ningbo, China.
28.Reinforcement Learning Algorithm Based-on Policy Iteration for Solving RTDP. 2006.8, ISAI’2006, Beijing, China.
29.U-Clustering: A Reinforcement Learning Algorithm Based on Utility Clustering. Journal of Computer Engineering and Applications, 2005, No.20.
30.Reinforcement Learning Forgetting Algorithm Based on Dynamic Programming. Journal of Computer Engineering and Applications, 2004, No.20.
31.The Dynamic Merge Reinforcement Learning Algorithm for Solving POMDP. Journal of Computer Engineering. 2005, 11.
32.Multi-Time Scale Risk-Sensitive Hierarchical Structure Control Problem. DCABES2006, Hangzhou, China, 2006.10.
33.Utility Clustering for Reinforcement Learning with Partial Observability. In Proceedings of Conference of Chinese Intelligence Automatization,HongKong,China,2003.(IJCAI03).
34.Average Asymptotic Temporal Difference Learning Forgetting Algorithm on Eligibility Trace, Journal of Changsha University of Electric Power, 2003 (4).
35.Nonlinear Control Based on Q-learning Algorithms. Journal of Changsha University of Electric Power, Val.18, No.1, 2003 (1).
36.A Relative Value Iteration Q-Learning Algorithm and Its Convergence Based-on Finite Samples. Journal of Computer Research and Development. Sept.2002, Vol.39, No.9.
37.Optimality Cost Relative Value Iteration Q-Learning Algorithm Based on Finite Samples. Journal of Computer Engineering and Applications, 2002, No.14.
38.Generalize Average Algorithm for Reinforcement Learning Its Convergence. Journal of Computer Engineering and Applications, 2002, No.20.
39.Reinforcement Learning Algorithm Based on average Cost Optimization for Each Stage. Journal of Computer Applications, Val.22, No.4, 2002 (4).
40.Classification for Un-labeled Context Based on Maximum Expectation Learning Algorithm. Proceedings of 14th CDC (Annul Conference of Control and Decision, China).
41.ATD(lambda) Learning Forgetting Algorithm. Proceedings of 4th Machine and Electric Engineering Association of Hunan, China, Aug. 2002.
42.Distributed Real-time System for Electric Power Enterprise Based on Intranet/Web. Journal of Applications of the Computer Systems, 2002(4).
43.The Uniform of Security Policy in Distributed System. Journal of Information Engineering University, 2001. (Proceedings of Annual Conference of Chinese Networks and Information Security, Zhengzhou,China, 2001).
44.Design of Distributed Real Time Database System Based on JDBC/Web. Journal of Computer Development and Applications. 2001,No.36.
45.The Application Delphi Multi-thread for Distributed Real time Multi-task System. Journal of Changsha University of Electric Power, Val.15, No.1, 2001 (1).
46.Comparing ARP of IPv4 with Neighbor Discovery Protocol of IPv6. Journal of Changsha University of Electric Power, Val.16, No.1, 2001 (1).
47.Study and Application of Distributed Real Time Multimedia Database. Journal of Changsha University of Electric Power, Val.16, No.2, 2001 (2).
48.The Design of Real-time Monitor Database System Based on Distributed Heterogeneous Networks Environment. Journal of Changsha University of Electric Power, Val.16, No.3, 2001 (3).
49.Distributed Real-time Multi-task System Study and Application for Monitoring and Supervising in Electric Power Plant. Proceedings of 1st Machine and Electric Engineering Association of Hunan, China, Aug, 1999.
50.The Principles and Design Methods for Domain Service System of Campus Networks. Journal of Changsha University of Electric Power, Val.13, No.1, 1998(1).
51.Security Study for Windows NT Network Management. Journal of Changsha University of Electric Power, Val.13, No.2, 1998(2).
52.The Weighed Lorentz Norm Inequality of Generalization Maximum Operator. Annual of Hunan Mathematics, Val 17, No.2, 1997.
53.The Weighted boundary of Operator and its interpolation on Mixed Lebesgue Space. Journal of Changsha University of Electric Power, Val.12, No.3, 1997 (3).
54.The Alternativeness of Non-Commutative and Non-Combinative Fractional Ring. Journal of Changsha University of Water Resources and Electric Power, Val.8, No.2, 1993 (2).
55.The Combiner Theory of Non-Commutative and Non-Combinative Fractional Ring. Journal of Changsha University of Water Resources and Electric Power, Val.6, No.2, 1991 (2).
56.The Equivalence Conditions for Reductionable Elements on Complex Commutative Banach Algebra. Journal of Changsha University of Water Resources and Electric Power, Val.5, No.1, 1990 (1).
57.F-Set on Unit square-cube under n-Dimension Euclid Space. Journal of Changsha University of Water Resources and Electric Power, Val.5, No.2, 1990 (2).
