Deep Hedging with Reinforcement Learning: A Practical Framework for Option Risk Management

Travon Lucius, Christian Koch, Jacob Starling +3

We present a reinforcement-learning (RL) framework for dynamic hedging of equity index option exposures under realistic transaction costs and position limits. We hedge a normalized…