How to generate random points in a circular distribution

Question

I am wondering how i could generate random numbers that appear in a circular distribution.

I am able to generate random points in a rectangular distribution such that

Answer 1

You can use rejection sampling, generate a random point within the (2r)×(2r) square that covers the circle, repeat until get one point within the circle.