It is a very simple question. 

I would like to learn Game Theory but I am not that good at Probability Theory.

I would like to know it is necessary to be good at probability theory in order to learn game theory? If yes, how they are related to each others? What is the best strategy for someone to be good in Game Theory?

Please give a good reference to start learning both.

I appreciate your help.