Learning from Expert Factors: Trajectory-level Reward Shaping for Formulaic Alpha Mining

Junjie Zhao, Chengxi Zhang, Chenkai Wang +1

Reinforcement learning (RL) has successfully automated the complex process of mining formulaic alpha factors, for creating interpretable and profitable investment strategies. Howev…