At the same time, using Monte Carlo simulation and finite difference method, the calling provision and put provision of domestic convertible bonds could be priced.

The Monte Carlo method is a calculated, but with the general numerical method a great difference.

Then the four main algorithms including dynamic programming, monte carlo method, temporal-difference and Q-learning are given respectively, and their difference and relation are pointed out.