"reinforcement learning paradigm" Papers

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S-GRPO: Early Exit via Reinforcement Learning in Reasoning Models

Muzhi Dai, Chenxu Yang, Qingyi Si

NEURIPS 2025oralarXiv:2505.07686
52
citations

Thinkless: LLM Learns When to Think

Gongfan Fang, Xinyin Ma, Xinchao Wang

NEURIPS 2025arXiv:2505.13379
70
citations

HGCN2SP: Hierarchical Graph Convolutional Network for Two-Stage Stochastic Programming

Yang Wu, Yifan Zhang, Zhenxing Liang et al.

ICML 2024arXiv:2511.16027
4
citations

Multi-View Clustering by Inter-cluster Connectivity Guided Reward

Hao Dai, Yang Liu, Peng Su et al.

ICML 2024