1 citations · 1 across the 1 of their papers we have counts for
2 papers
q-fin.CP2024
Markowitz Meets Bellman: Knowledge-distilled Reinforcement Learning for Portfolio Management
Gang Hu, Ming Gu
Investment portfolios, central to finance, balance potential returns and risks. This paper introduces a hybrid approach combining Markowitz's portfolio theory with reinforcement le…
q-fin.CP2023★ 1 cited
Advancing Algorithmic Trading: A Multi-Technique Enhancement of Deep Q-Network Models
Gang Hu
This study enhances a Deep Q-Network (DQN) trading model by incorporating advanced techniques like Prioritized Experience Replay, Regularized Q-Learning, Noisy Networks, Dueling, a…