Pseudo-Model-Free Hedging for Variable Annuities via Deep Reinforcement Learning

Wing Fung Chong, Haoen Cui, Yuxuan Li

This paper proposes a two-phase deep reinforcement learning approach, for hedging variable annuity contracts with both GMMB and GMDB riders, which can address model miscalibration…