2025 "reinforcement learning optimization" Papers

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Conference

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Paper Type

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DistillDrive: End-to-End Multi-Mode Autonomous Driving Distillation by Isomorphic Hetero-Source Planning Model

Rui Yu, Xianghang Zhang, Runkai Zhao et al.

ICCV 2025posterarXiv:2508.05402
4
citations

Generative RLHF-V: Learning Principles from Multi-modal Human Preference

Jiayi Zhou, Jiaming Ji, Boyuan Chen et al.

NeurIPS 2025posterarXiv:2505.18531
7
citations

HM3: Hierarchical Multi-Objective Model Merging for Pretrained Models

Yu Zhou, Xingyu Wu, Jibin Wu et al.

NeurIPS 2025spotlightarXiv:2409.18893
6
citations

Self-Verifying Reflection Helps Transformers with CoT Reasoning

Zhongwei Yu, Wannian Xia, Xue Yan et al.

NeurIPS 2025posterarXiv:2510.12157
1
citations

The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training

Weize Chen, Jiarui yuan, Jin Tailin et al.

NeurIPS 2025posterarXiv:2505.19217
4
citations

Think Only When You Need with Large Hybrid-Reasoning Models

Lingjie Jiang, Xun Wu, Shaohan Huang et al.

NeurIPS 2025posterarXiv:2505.14631
35
citations