in most the time i fail to solve the dynamic programming problems.
how to practice solving dp problems?
thanks in advance.
Most obvious answer - by solving DP problems 
Read a tutorial/discussion/editorial/explanation/author’s solution for every single DP problem which you didn’t managed to solve during contest/training, and you will learn all basic ideas and techniques pretty fast.