JudgeRLVR: Judge First, Generate Second for Efficient Reasoning Paper • 2601.08468 • Published 2 days ago • 6
On Predictability of Reinforcement Learning Dynamics for Large Language Models Paper • 2510.00553 • Published Oct 1, 2025 • 8
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Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search Paper • 2502.02508 • Published Feb 4, 2025 • 22
view article Article Fine-tuning LLMs to 1.58bit: extreme quantization made easy +4 Sep 18, 2024 • 272
view article Article Illustrating Reinforcement Learning from Human Feedback (RLHF) +2 Dec 9, 2022 • 391