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ReinFlow: Fine-tuning Flow Matching Policy with Online Reinforcement Learning
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ReinFlow: Fine-tuning Flow Matching Policy with Online Reinforcement Learning

Tonghe Zhang
Chao Yu
Sichang Su
Yu Wang
ArXiv (abs)PDFHTMLHuggingFace (1 upvotes)

Papers citing "ReinFlow: Fine-tuning Flow Matching Policy with Online Reinforcement Learning"

4 / 4 papers shown
Title
VLA-RFT: Vision-Language-Action Reinforcement Fine-tuning with Verified Rewards in World Simulators
VLA-RFT: Vision-Language-Action Reinforcement Fine-tuning with Verified Rewards in World Simulators
Hengtao Li
Pengxiang Ding
Runze Suo
Yihao Wang
Zirui Ge
...
Kexian Yu
Mingyang Sun
Hongyin Zhang
Donglin Wang
Weihua Su
20
0
0
01 Oct 2025
Learning a Diffusion Model Policy from Rewards via Q-Score Matching
Learning a Diffusion Model Policy from Rewards via Q-Score Matching
Michael Psenka
Alejandro Escontrela
Pieter Abbeel
Yi-An Ma
DiffM
257
45
0
17 Feb 2025
Online Reward-Weighted Fine-Tuning of Flow Matching with Wasserstein Regularization
Online Reward-Weighted Fine-Tuning of Flow Matching with Wasserstein Regularization
Jiajun Fan
Shuaike Shen
Chaoran Cheng
Yuxin Chen
Chumeng Liang
Ge Liu
109
7
0
09 Feb 2025
One Step Diffusion via Shortcut Models
One Step Diffusion via Shortcut Models
Kevin Frans
Danijar Hafner
Sergey Levine
Pieter Abbeel
VLMDiffM
296
99
0
16 Oct 2024