Proximal Policy Optimization for Amortized Discrete Sampling

Anna Zykova-Myzina, Timofei Gritsaev, Daniil Tiapkin +1

This paper explores policy gradient algorithms for training stochastic policies to sample from structured discrete probability distributions under the Generative Flow Network (GFlo…