Qingbo Cheng

Integrating Dynamic Graph Representation and Reinforcement Learning for Portfolio Optimization

The complex dependency relationships and high-frequency, time-varying characteristics of financial market data pose many challenges to portfolio optimization. To address these problems, this paper proposes a robust portfolio optimization framework—dynamic graph reinforcement learning (DyGRL)—by integrating dynamic grap...