唐胜达 

博士，教授，学术型/专业型硕士生导师

Email:Tangsd911@163.com 

数据科学、强化学习、自动控制

1.本科生：《高等数学》、《线性代数》、《概率论与数理统计》、《应用随机过程》

2.研究生: 《随机过程》、《随机流体队列理论》、《Markov决策过程》

参与：

1. 2013.1～2016.6，广西面上项目“α混合样本下的经验似然推断”课题的研究；

2. 2013.1～2016.6，广西面上项目“基于跳风险与随机波动相关市场的金融衍生品定价方法与应用研究”课题的研究。

主持:

1. 2019-01-01至2021-12-31主持广西自然科学基金（NO. 2018GXNSFAA281238），衰落信道下EH-WSN节点的事件驱动最优传输功率研究；

2. 2018.01- 2021.12主持国家自然科学基金“具有暂时死亡防范机制的EH-WSN节点的建模与性能分析”（NO：61761008）；

3. 2017.09-2019.09主持广西高校数学与统计模型重点实验室开放基金“随机流体队列性能分析及其在风险理论中的应用”(NO：2017GXKLMS002)；

4. 2018.01- 2019.12主持博士启动基金“能量获取无线传感网络节点的若干问题研究”(NO：17A4)；

5. 2017.09-2019.09主持广西师范大学教育教学改革B类项目,“互联网+背景下《概率论与数理统计》课程的SPOC教学模式探究”（NO：2017XJB31）；

6.2017.09-2019.09主持广西师范大学《应用随机过程》建设项目，在研；

7. 2011.08-2013.12主持广西教育厅科研立项目“随机流体队列的性能分析与应用”（NO：201106LX067）。

 (Updated Mar, 2025)

[22] Z. Pang, S. Tang(通讯作者), J. Cheng, S. He. Scaling policy iteration based reinforcement learning for unknown discrete-time linear systems, Automatica, 2025 (Accepted).

[21] Z. Chen and S. Tang(通讯作者). Data Compression-Based Model-Free PI Algorithm for Sparse LQT Control in Interconnected Multimachine Power Systems, in IEEE Systems Journal, 2025, doi: 10.1109/JSYST.2025.3533880.

[20] Y. Qin and S. Tang(通讯作者). Distributed Sparse LQR Control for Power Systems With Markov Jump Interconnection Topologies, in IEEE Transactions on Circuits and Systems I: Regular Papers, 2024. 

[19] Z. Pang, H. Wang, J. Cheng, S. Tang(通讯作者) and J. H. Park. Stability and Fuzzy Optimal Control for Nonlinear Itô Stochastic Markov Jump Systems via Hybrid Reinforcement Learning, in IEEE Transactions on Fuzzy Systems, vol. 32, no. 11, pp. 6472-6485, Nov. 2024. 

[18] H. Wang, G. Qin, J. Cheng, S. Tang(通讯作者). Homotopic ADP based H∞ integral sliding mode secure control for Markov jumping cyber-physical systems, Information Sciences, 2024. 

[17] H. Wang, J. Cheng, S. He, S. Tang(通讯作者). Data-Driven Homotopic Reinforcement Learning Based Adaptive Optimal Control for Markov Jump Nonlinear Systems, in IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023.

[16] H. Wang, J. Cheng, S. Tang(通讯作者), I. Katib, X. Qiu. ADP-Based Decentralized Load Frequency Control Schemes to Multiarea Asynchronous Markov Jumping Power Systems With Experience Replay, in IEEE Transactions on Cybernetics, vol. 54, no. 11, pp. 6997-7010, Nov. 2024. 

[15] F. Yuan, S. Tang(通讯作者), D. Liu. AoI-Based Transmission Scheduling for Cyber Physical Systems Over Fading Channel Against Eavesdropping, in IEEE Internet of Things Journal, 11(3), 5455-5466, 2024. 

[14] T. Wu, S. Tian, S. Tang(通讯作者). Transmission scheduling of P2P real-time communication based on restless multi-armed bandit. Telecommunication Systems, 86, 281–293, 2024.

[13] T. Wu, P. Wen, S. Tang(通讯作者). Optimal scheduling strategy of AUV based on importance and age of information. Wireless Networks, 29, 87–95, 2023.

[12] P, Wen, S. Tang(通讯作者), L. Tan. Stochastic modeling and performance analysis of video streaming system over IP networks. Multimedia Systems 28, 993–1005, 2022.

[11]Y. Li, S. Tang(通讯作者), Z. Tan. Transmission Power Rate Control for EHD With Temporal and Complete Deaths, in IEEE Access. vol. 9, 13429-13439, 2021.

[10] S. Tang, X. Wang. Battery-Level-Triggered Transmit Power Control for Energy Harvesting Communications. IEEE Transactions on Wireless Communications. 19(12): 8011-8023, 2020.

[9] S. Tang, L. Tan, T. Liu. Modeling and performance analysis of energy harvesting wireless communication systems with reliable energy backup. International Journal of Communication Systems. e4698, 2020.

[8] X. Wu, L. Tan, S. Tang. Optimal Energy Supplementary and Data Transmission Schedule for Energy Harvesting Transmitter with Reliable Energy Backup. IEEE Access, 2020, 8: 161838-161846, 2020.

[7] S. Tang, L. Tan. Single-wavelength optical buffers with general burst size distribution: Blocking probability and mean delay, Optical Switching and Networking. Vol 27, 1-6, 2018.

[6] S. Tang, L. Tan. Reward Rate Maximization and Optimal Transmission Policy of EH Device With Temporal Death in EH-WSNs. IEEE Transactions on Wireless Communications. 16(2): 1157-1167, 2017.

[5] H. Lu, S. Tang, L. Tan. Blocking and delay analysis of single-wavelength optical buffer with delay constrained packets. Photonic Network Communications. 35, 11–19, 2018.  

[4] L. Tan, S. Tang. Energy harvesting wireless sensor node with temporal death: Novel models and analyses. IEEE/ACM Transactions on Networking. 25(2): 896-909, 2017. 

[3] S. Tang, L. Tan. Analysis of Blocking Probability of Multi-Class OBS with General Burst Size Distribution. IEEE Communications Letters. 20(11): 2153-2156, 2016. 

[2] S. Tang, L. Tan, S. Chan. On blocking time in multi‐class optical burst switching nodes. International Journal of Communication Systems. 30(6), 2017.

[1] S. Tang, L. Tan. Erlangian approximation to finite time probability of blocking time of multi-class OBS nodes. Photonic Network Communications. 30(2): 167-177, 2015. 

（Selected from SCI-indexed Papers since 2015）