2 papers
q-fin.CP2025
Deep Reinforcement Learning for Long-Short Portfolio Optimization
Gang Huang, Xiaohua Zhou, Qingyang Song
With the rapid development of artificial intelligence, data-driven methods effectively overcome limitations in traditional portfolio optimization. Conventional models primarily emp…
q-fin.PM2025
A Deep Reinforcement Learning Framework for Dynamic Portfolio Optimization: Evidence from China's Stock Market
Gang Huang, Xiaohua Zhou, Qingyang Song
Artificial intelligence is transforming financial investment decision-making frameworks, with deep reinforcement learning demonstrating substantial potential in robo-advisory appli…