Optimizing the Pairs-Trading Strategy Using Deep Reinforcement Learning with Trading and Stop-Loss Boundaries

Figure 4

Verification that our proposed model is well-trained with HON and TXN using TLS. (a) Average of Q-values. (b) Ratio of portfolios.

(a)

(b)