"rule-based reinforcement learning" Papers

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DocThinker: Explainable Multimodal Large Language Models with Rule-based Reinforcement Learning for Document Understanding

Wenwen Yu, Zhibo Yang, Yuliang Liu et al.

ICCV 2025arXiv:2508.08589
4
citations

Video-R1: Reinforcing Video Reasoning in MLLMs

Kaituo Feng, Kaixiong Gong, Bohao Li et al.

NEURIPS 2025oralarXiv:2503.21776
257
citations