FlowCritic: Bridging Value Estimation with Flow Matching in Reinforcement Learning.

arXiv:2510.22686v2 Announce Type: replace-cross Abstract: Reliable value estimation serves as the cornerstone of reinforcement learning (RL) by evaluating long-term returns and guiding policy improvement, significantly influencing the convergence speed and fin