Machine Learning, Aritificial Intelligence, Reinforcement Learning, Neural Networks, Generative Model.
receives a flow. The motivation task of this flow network is iterative black-box optimization, where the agent has to compute a reward for a large batch of candidates at each round. The idea behind the proposed GFlowNet is to view the probability assigned to an action given a state as the flow