Machine Learning, Aritificial Intelligence, Reinforcement Learning, Neural Networks, Generative Model.
team summarizes their contributions as: Propose GFlowNet, a novel generative method for unnormalized probability distributions based on flow networks and local flow-matching conditions: the flow incoming to a state must match the outgoing flow. Prove the crucial properties of GFlowNet, including