Multi-Objective GFlowNets

Moksh Jain, Sharath Chandra Raparthy, Alex Hernández-García, Jarrid Rector-Brooks, Yoshua Bengio, Santiago Miret, Emmanuel Bengio

Abstract: We study the problem of generating <em>diverse</em> candidates in the context of Multi-Objective Optimization. In many applications of machine learning such as drug discovery and material design, t...