Before revision:  The experimental results show that no matter what stocks we select in our portfolios, we can almost get a higher return than the market itself . That is to say, we can defeat market by using deep reinforcement learning  .
After revision:  The experimental results show that no matter what stocks we select in our portfolios, we can almost get a higher return than the market itself , namely we can get artificial intelligence through deep reinforcement learning .