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Tree-OPO: Off-policy Monte Carlo Tree-Guided Advantage Optimization for Multistep Reasoning
11 September 2025
Bingning Huang
Tu Nguyen
Matthieu Zimmer
OffRL
LRM
Re-assign community
ArXiv (abs)
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HTML
HuggingFace (2 upvotes)
Papers citing
"Tree-OPO: Off-policy Monte Carlo Tree-Guided Advantage Optimization for Multistep Reasoning"
2 / 2 papers shown
Multi-GRPO: Multi-Group Advantage Estimation for Text-to-Image Generation with Tree-Based Trajectories and Multiple Rewards
Qiang Lyu
Z. Chen
C. Wang
Haolin Shi
Shibo Gao
...
Jianlou Si
Fei Ding
Jing Li
Chun Pong Lau
Weiqiang Wang
EGVM
129
1
0
30 Nov 2025
Exploiting Tree Structure for Credit Assignment in RL Training of LLMs
Hieu Tran
Zonghai Yao
Hong-ye Yu
OffRL
202
3
0
22 Sep 2025
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