Li Rong Wang

Trading Confidence: Comprehensive Uncertainty Estimation in Algorithmic Trading

Lin Li, Li Rong Wang, Hsuan Fu, Xiuyi Fan

Reinforcement Learning (RL) has emerged as a powerful approach in financial trading, enabling agents to learn optimal strategies through direct market interaction. However, financial markets are highly uncertain, with price fluctuations driven by stochastic volatility, model limi…Read more