Hedging American Put Options with Deep Reinforcement Learning

Reilly Pickard, Finn Wredenhagen, Julio DeJesus +2

This article leverages deep reinforcement learning (DRL) to hedge American put options, utilizing the deep deterministic policy gradient (DDPG) method. The agents are first trained…