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+{"paper_url": "2510.14901", "comment": "This is an automated message from the [Librarian Bot](https://huggingface.co/librarian-bots). I found the following papers similar to this paper. \n\nThe following papers were recommended by the Semantic Scholar API \n\n* [Let it Calm: Exploratory Annealed Decoding for Verifiable Reinforcement Learning](https://huggingface.co/papers/2510.05251) (2025)\n* [Attention as a Compass: Efficient Exploration for Process-Supervised RL in Reasoning Models](https://huggingface.co/papers/2509.26628) (2025)\n* [Unlocking Exploration in RLVR: Uncertainty-aware Advantage Shaping for Deeper Reasoning](https://huggingface.co/papers/2510.10649) (2025)\n* [Variational Reasoning for Language Models](https://huggingface.co/papers/2509.22637) (2025)\n* [Representation-Based Exploration for Language Models: From Test-Time to Post-Training](https://huggingface.co/papers/2510.11686) (2025)\n* [Online SFT for LLM Reasoning: Surprising Effectiveness of Self-Tuning without Rewards](https://huggingface.co/papers/2510.18814) (2025)\n* [Unlocking Reasoning Capabilities in LLMs via Reinforcement Learning Exploration](https://huggingface.co/papers/2510.03865) (2025)\n\n\n Please give a thumbs up to this comment if you found it helpful!\n\n If you want recommendations for any Paper on Hugging Face checkout [this](https://huggingface.co/spaces/librarian-bots/recommend_similar_papers) Space\n\n You can directly ask Librarian Bot for paper recommendations by tagging it in a comment: `@librarian-bot recommend`"}