This paper proposes an optimal hedging strategy with market frictions using Long Short Term Memory Recurrent Neural Network (LSTM-RNN) method, which is a modification of method proposed in Buehler et al. (2019a). The market frictions are transaction cost, liquidity constraint, trading limit and...