An Optimization Model of Financial Management Teaching Strategies Based on Reinforcement Learning

[1] Sitinjak, C., Johanna, A., Avinash, B., & Bevoor, B. (2023). Financial Management: A System of Relations for Optimizing Enterprise Finances–a Review. Journal Markcount Finance, 1(3), 160-170. Sitinjak C. Johanna A. Avinash B. Bevoor B. ( 2023 ). Financial Management: A System of Relations for Optimizing Enterprise Finances–a Review . Journal Markcount Finance , 1 ( 3 ), 160 - 170 . Search in Google Scholar

[2] Khominich, I. P., Rybyantseva, M. S., Borodacheva, L. V., Dik, E. V., & Afanasev, E. V. (2016). Financial management as a system of relations of the enterprise for highly efficient management of its finances. International Journal of Economics and Financial Issues, 6(8), 96-101. Khominich I. P. Rybyantseva M. S. Borodacheva L. V. Dik E. V. Afanasev E. V. ( 2016 ). Financial management as a system of relations of the enterprise for highly efficient management of its finances . International Journal of Economics and Financial Issues , 6 ( 8 ), 96 - 101 . Search in Google Scholar

[3] Goncharova, E., Shakhovskaya, L., Starovoytov, M., & Starovoytova, Y. (2019, June). The financial planning and its tasks in modern models of enterprise management. In Volgograd State University International Scientific Conference “Competitive, Sustainable and Safe Development of the Regional Economy” (CSSDRE 2019) (pp. 264-269). Atlantis Press. Goncharova E. Shakhovskaya L. Starovoytov M. Starovoytova Y. ( 2019 , June ). The financial planning and its tasks in modern models of enterprise management . In Volgograd State University International Scientific Conference “Competitive, Sustainable and Safe Development of the Regional Economy” (CSSDRE 2019) (pp. 264 - 269 ). Atlantis Press . Search in Google Scholar

[4] Huang, Y., & Liu, J. (2018). Discussion on Financial Management and Internal Control of Enterprise Accounting. Journal of Financial Risk Management, 806-809. Huang Y. Liu J. ( 2018 ). Discussion on Financial Management and Internal Control of Enterprise Accounting . Journal of Financial Risk Management , 806 - 809 . Search in Google Scholar

[5] Brooks, R. M. (2016). Financial management: core concepts. Pearson. Brooks R. M. ( 2016 ). Financial management: core concepts . Pearson . Search in Google Scholar

[6] Martin, J. D., Keown, A. J., & Titman, S. (2021). Financial management: Principles and applications. Pearson Education Limited. Martin J. D. Keown A. J. Titman S. ( 2021 ). Financial management: Principles and applications . Pearson Education Limited . Search in Google Scholar

[7] Brigham, E. F., & Houston, J. F. (2013). Fundamentals of financial management. South-Western Cengage Learning. Brigham E. F. Houston J. F. ( 2013 ). Fundamentals of financial management . South-Western Cengage Learning . Search in Google Scholar

[8] Parker, L. D. (2012). From privatised to hybrid corporatised higher education: A global financial management discourse. Financial Accountability & Management, 28(3), 247-268. Parker L. D. ( 2012 ). From privatised to hybrid corporatised higher education: A global financial management discourse . Financial Accountability & Management , 28 ( 3 ), 247 - 268 . Search in Google Scholar

[9] Osipov, P., Ziyatdinova, J., & Girfanova, E. (2020). Factors and barriers in training financial management professionals. In The Challenges of the Digital Transformation in Education: Proceedings of the 21st International Conference on Interactive Collaborative Learning (ICL2018)-Volume 1 (pp. 167-175). Springer International Publishing. Osipov P. Ziyatdinova J. Girfanova E. ( 2020 ). Factors and barriers in training financial management professionals . In The Challenges of the Digital Transformation in Education: Proceedings of the 21st International Conference on Interactive Collaborative Learning (ICL2018)-Volume 1 (pp. 167 - 175 ). Springer International Publishing . Search in Google Scholar

[10] Melicher, R. W., & Norton, E. A. (2013). Introduction to finance: markets, investments, and financial management. John Wiley & Sons. Melicher R. W. Norton E. A. ( 2013 ). Introduction to finance: markets, investments, and financial management . John Wiley & Sons . Search in Google Scholar

[11] Thom, M. (2019). Teaching public financial management: an integrated approach to a critical subject. Teaching Public Administration, 37(1), 92-106. Thom M. ( 2019 ). Teaching public financial management: an integrated approach to a critical subject . Teaching Public Administration , 37 ( 1 ), 92 - 106 . Search in Google Scholar

[12] Compen, B., De Witte, K., & Schelfhout, W. (2019). The role of teacher professional development in financial literacy education: A systematic literature review. Educational Research Review, 26, 16-31. Compen B. De Witte K. Schelfhout W. ( 2019 ). The role of teacher professional development in financial literacy education: A systematic literature review . Educational Research Review , 26 , 16 - 31 . Search in Google Scholar

[13] Xu, Y. (2024). An Analysis on the Reform of Financial Management Course Teaching in Accounting Major of Higher Vocational Education. Advances in Vocational and Technical Education, 6(5), 81-86. Xu Y. ( 2024 ). An Analysis on the Reform of Financial Management Course Teaching in Accounting Major of Higher Vocational Education . Advances in Vocational and Technical Education , 6 ( 5 ), 81 - 86 . Search in Google Scholar

[14] Chen, L. (2023). Design and Application of Hybrid Personalized Effective Teaching Strategy based on Learning Style Classification:--Taking the Course of Financial Management as an Example. Journal of Education and Educational Research, 3(1), 124-130. Chen L. ( 2023 ). Design and Application of Hybrid Personalized Effective Teaching Strategy based on Learning Style Classification:--Taking the Course of Financial Management as an Example . Journal of Education and Educational Research , 3 ( 1 ), 124 - 130 . Search in Google Scholar

[15] Chiang, B., Nouri, H., & Samanta, S. (2014). The effects of different teaching approaches in introductory financial accounting. Accounting Education, 23(1), 42-53. Chiang B. Nouri H. Samanta S. ( 2014 ). The effects of different teaching approaches in introductory financial accounting . Accounting Education , 23 ( 1 ), 42 - 53 . Search in Google Scholar

[16] Fei, T., Li, C., Wang, Y., & Liu, Y. (2021). Research on the Evaluation of Undergraduate Financial Management Classroom Teaching Quality Based on Multidimensional Rasch Model. Curriculum and Teaching Methodology, 4(2), 43-69. Fei T. Li C. Wang Y. Liu Y. ( 2021 ). Research on the Evaluation of Undergraduate Financial Management Classroom Teaching Quality Based on Multidimensional Rasch Model . Curriculum and Teaching Methodology , 4 ( 2 ), 43 - 69 . Search in Google Scholar

[17] Melati, M. T., Simatupang, A. S., Safitri, D. A., & Hidayatullah, R. (2024). CHALLENGES AND SOLUTIONS IN OVERCOMING FINANCIAL ADMINISTRATION MANAGEMENT OBSTACLES IN SCHOOL ENVIRONMENTS. Sindoro: Cendikia Pendidikan, 7(3), 71-80. Melati M. T. Simatupang A. S. Safitri D. A. Hidayatullah R. ( 2024 ). CHALLENGES AND SOLUTIONS IN OVERCOMING FINANCIAL ADMINISTRATION MANAGEMENT OBSTACLES IN SCHOOL ENVIRONMENTS . Sindoro: Cendikia Pendidikan , 7 ( 3 ), 71 - 80 . Search in Google Scholar

[18] Xia, J., & Song, B. (2021, June). Problems and Countermeasures of Financial Management Specialty Based on Genetic Algorithm. In 2021 International Wireless Communications and Mobile Computing (IWCMC) (pp. 771-774). IEEE. Xia J. Song B. ( 2021 , June ). Problems and Countermeasures of Financial Management Specialty Based on Genetic Algorithm . In 2021 International Wireless Communications and Mobile Computing (IWCMC) (pp. 771 - 774 ). IEEE . Search in Google Scholar

[19] Xu, J., & Wang, L. (2015, November). “Financial Management” Teaching Practice Research Based on EBL Teaching Model. In 2015 International Conference on Social Science, Education Management and Sports Education (pp. 40-43). Atlantis Press. Xu J. Wang L. ( 2015 , November ). “Financial Management” Teaching Practice Research Based on EBL Teaching Model . In 2015 International Conference on Social Science, Education Management and Sports Education (pp. 40 - 43 ). Atlantis Press . Search in Google Scholar

[20] Zhang, Y., Pei, C., Dai, B., & Wang, N. (2022). The Effectiveness of Blended Teaching in Financial Management Course Based on Experiential Practice. International Journal of Emerging Technologies in Learning, 17(17). Zhang Y. Pei C. Dai B. Wang N. ( 2022 ). The Effectiveness of Blended Teaching in Financial Management Course Based on Experiential Practice . International Journal of Emerging Technologies in Learning , 17 ( 17 ). Search in Google Scholar

[21] Xia, J., & Jiang, H. (2021, June). Teaching reform of financial management major in applied undergraduate based on decision tree algorithm. In 2021 International Wireless Communications and Mobile Computing (IWCMC) (pp. 1007-1011). IEEE. Xia J. Jiang H. ( 2021 , June ). Teaching reform of financial management major in applied undergraduate based on decision tree algorithm . In 2021 International Wireless Communications and Mobile Computing (IWCMC) (pp. 1007 - 1011 ). IEEE . Search in Google Scholar

[22] Sinervo, L. M., Kork, A. A., & Hasanen, K. (2023). Challenges in curriculum development process aimed at revising the capabilities of future public financial managers. Teaching Public Administration, 41(2), 243-256. Sinervo L. M. Kork A. A. Hasanen K. ( 2023 ). Challenges in curriculum development process aimed at revising the capabilities of future public financial managers . Teaching Public Administration , 41 ( 2 ), 243 - 256 . Search in Google Scholar

[23] HaiJian Zhang & Yiru Dai. (2025). A decomposition-based many-objective evolutionary algorithm with Q-learning guide weight vectors update. Expert Systems With Applications125607-125607. Zhang HaiJian Dai Yiru ( 2025 ). A decomposition-based many-objective evolutionary algorithm with Q-learning guide weight vectors update . Expert Systems With Applications 125607 - 125607 . Search in Google Scholar

[24] Huixin Tian, Qian Zhang & Chao Xi. (2024). Operational vehicle state of health estimation framework based on local-global attention mechanism. Journal of Energy Storage(PA),114487-114487. Tian Huixin Zhang Qian Xi Chao ( 2024 ). Operational vehicle state of health estimation framework based on local-global attention mechanism . Journal of Energy Storage(PA) , 114487 - 114487 . Search in Google Scholar

[25] Hengjia Hu, Mengnan Liang, Congcong Wang, Meng Zhao, Fan Shi, Chao Zhang & Yilin Han. (2024). Monocular depth estimation with boundary attention mechanism and Shifted Window Adaptive Bins. Computer Vision and Image Understanding104220-104220. Hu Hengjia Liang Mengnan Wang Congcong Zhao Meng Shi Fan Zhang Chao Han Yilin ( 2024 ). Monocular depth estimation with boundary attention mechanism and Shifted Window Adaptive Bins . Computer Vision and Image Understanding 104220 - 104220 . Search in Google Scholar

[26] Yaoqian Zhu, Cheng Zhang, Ridong Zhang & Furong Gao. (2025). Design of model fusion learning method based on deep bidirectional GRU neural network in fault diagnosis of industrial processes. Chemical Engineering Science(PA),120884-120884. Zhu Yaoqian Zhang Cheng Zhang Ridong Gao Furong ( 2025 ). Design of model fusion learning method based on deep bidirectional GRU neural network in fault diagnosis of industrial processes . Chemical Engineering Science(PA) , 120884 - 120884 . Search in Google Scholar

[27] Jyotin Kateshia & Vikas J Lakhera. (2024). Productivity forecasting of the solar still with phase change material using LSTM and GRU neural networks. Engineering Research Express(4),045531-045531. Kateshia Jyotin Lakhera Vikas J ( 2024 ). Productivity forecasting of the solar still with phase change material using LSTM and GRU neural networks . Engineering Research Express ( 4 ), 045531 - 045531 . Search in Google Scholar