Risk-Aware Linear Bandits: Theory and Applications in Smart Order Routing

Jingwei Ji, Renyuan Xu, Ruihao Zhu

Motivated by practical considerations in machine learning for financial decision-making, such as risk aversion and large action space, we consider risk-aware bandits optimization w…