Research output per year
Research output per year
Personal profile
Personal profile
Fengchen Gu is a PhD student at the School of AI and Advanced Computing, XJTLU Entrepreneur College, China. He holds a bachelor’s degree in Finance from Shandong University and a master's degree in Financial Mathematics from XJTLU.
Person Types
- Students
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Collaborations and top research areas from the last five years
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Research output
- 5 Conference Proceeding
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A Novel Deep Reinforcement Learning Strategy for Portfolio Management
Qin, Y., Gu, F. & Su, J., 2022, 2022 7th International Conference on Big Data Analytics, ICBDA 2022. Institute of Electrical and Electronics Engineers Inc., p. 366-372 7 p. (2022 7th International Conference on Big Data Analytics, ICBDA 2022).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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A Novel DenseNet-based Deep Reinforcement Framework for Portfolio Management
Gao, R., Gu, F., Sun, R., Stefanidis, A., Ren, X. & Su, J., 2022, Proceedings - 2022 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2022. Institute of Electrical and Electronics Engineers Inc., p. 158-165 8 p. (Proceedings - 2022 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2022).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Ghost Expectation Point with Deep Reinforcement Learning in Financial Portfolio Management
Yang, X., Sun, R., Ren, X., Stefanidis, A., Gu, F. & Su, J., 2022, Proceedings - 2022 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2022. Institute of Electrical and Electronics Engineers Inc., p. 136-142 7 p. (Proceedings - 2022 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2022).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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MDAEN: Multi-Dimensional Attention-based Ensemble Network in Deep Reinforcement Learning Framework for Portfolio Management
Zhang, R., Ren, X., Gu, F., Stefanidis, A., Sun, R. & Su, J., 2022, Proceedings - 2022 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2022. Institute of Electrical and Electronics Engineers Inc., p. 143-151 9 p. (Proceedings - 2022 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2022).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Application of Features and Neural Network to Enhance the Performance of Deep Reinforcement Learning in Portfolio Management
Gu, F., Jiang, Z. & Su, J., 5 Mar 2021, 2021 IEEE 6th International Conference on Big Data Analytics, ICBDA 2021. Institute of Electrical and Electronics Engineers Inc., p. 92-97 6 p. 9403044. (2021 IEEE 6th International Conference on Big Data Analytics, ICBDA 2021).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review