Before revision:  Both the two methods derive from the GPR-MC method and they mainly differ in the method used to approximate the continuation value: a single step of binomial tree or integration according to the probability density of the process.
After revision:  Both the two methods derive from the GPR-MC method and they mainly differ in the approach used to compute the continuation value: a single step of binomial tree or integration according to the probability density of the process.