Search Results for author: Huifang Huang

Found 4 papers, 1 papers with code

Model Based Reinforcement Learning with Non-Gaussian Environment Dynamics and its Application to Portfolio Optimization

no code implementations23 Jan 2023 Huifang Huang, Ting Gao, Pengbo Li, Jin Guo, Peng Zhang, Nan Du

With the fast development of quantitative portfolio optimization in financial engineering, lots of AI-based algorithmic trading strategies have demonstrated promising results, among which reinforcement learning begins to manifest competitive advantages.

Algorithmic Trading Decision Making +5

Stock Trading Optimization through Model-based Reinforcement Learning with Resistance Support Relative Strength

no code implementations30 May 2022 Huifang Huang, Ting Gao, Yi Gui, Jin Guo, Peng Zhang

Reinforcement learning (RL) is gaining attention by more and more researchers in quantitative finance as the agent-environment interaction framework is aligned with decision making process in many business problems.

Decision Making Model-based Reinforcement Learning +2

Cross-Language Binary-Source Code Matching with Intermediate Representations

1 code implementation19 Jan 2022 Yi Gui, Yao Wan, Hongyu Zhang, Huifang Huang, Yulei Sui, Guandong Xu, Zhiyuan Shao, Hai Jin

Binary-source code matching plays an important role in many security and software engineering related tasks such as malware detection, reverse engineering and vulnerability assessment.

Malware Detection

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