Towards Understanding and Improving GFlowNet Training

Max W. Shen, Emmanuel Bengio, Ehsan Hajiramezanali +3

Generative flow networks (GFlowNets) are a family of algorithms that learn a generative policy to sample discrete objects $x$ with non-negative reward $R(x)$. Learning objectives g…