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Partial GFlowNet: Accelerating Convergence in Large State Spaces via Strategic Partitioning

Yu, Xuan et al.
arXiv (All) · Papers
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Generative Flow Networks (GFlowNets) have shown promising potential to generate high-scoring candidates with probability proportional to their rewards. As existing GFlowNets freely explore in state space, they encounter significant convergence challenges when scaling to large state spaces. Addressin
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