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adversarial red-teaming 1code generation 1distribution matching 1generative flow networks 1large language models 1reinforcement learning 1

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cs.CL2026

GFlowRL: Scaling Distribution-Matching RL to Large Language Models

Xiaodong Liu, Michael Xu, Jack W. Stokes +3

The paper introduces GFlowRL, a simplified GFlowNet‑style reinforcement learning method that removes the learned partition function and uses an in‑batch Monte Carlo estimate, enabl…