Is P(A,B) the same as the probability of A happening?

No! It is the joint probability of A and B happening together!

I want to know what is the probability of A happening on its own!

Then you have to consider also what is the probability of A happening when B is not happening, and sum the two probabilities:

P(A)=P(A|B)+P(A| not B)