Papers

• Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond (2025)
  Liang Wen et al.
  6.07
• GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models (2025)
  GLM-4. 5 Team et al.
  3.92
• QUASAR: Quantum Assembly Code Generation Using Tool-Augmented LLMs via Agentic RL (2025)
  Cong Yu et al.
  3.10
• Personalization as Inverse Planning: Learning Latent Design Intents for Agentic Slide Generation via Structural Denoising (2026)
  Tianci Liu et al.
  2.00
• Rank-Then-Act: Reward-Free Control from Frame-Order Progress (2026)
  Yuriy Maksyuta et al.
  2.00
• DrugGen 2: A disease-aware language model for enhancing drug discovery (2026)
  Ali Motahharynia et al.
  2.00
• Calibrate-Then-Act: Cost-Aware Exploration in LLM Agents (2026)
  Wenxuan Ding et al.
  1.94
• WebGen-R1: Incentivizing Large Language Models to Generate Functional and Aesthetic Websites with Reinforcement Learning (2026)
  Juyong Jiang et al.
  1.94
• Spreadsheet-RL: Advancing Large Language Model Agents on Realistic Spreadsheet Tasks via Reinforcement Learning (2026)
  Banghao Chi et al.
  1.94
• Nanbeige4.1-3B: A Small General Model that Reasons, Aligns, and Acts (2026)
  Chen Yang et al.
  1.72
• SERA: Soft-Verified Efficient Repository Agents (2026)
  Ethan Shen et al.
  1.67
• RePro: Training Language Models to Faithfully Recycle the Web for Pretraining (2025)
  Zichun Yu et al.
  1.50
• Learning to Reason as Action Abstractions with Scalable Mid-Training RL (2025)
  Shenao Zhang et al.
  1.44
• Schema-R1: A reasoning training approach for schema linking in Text-to-SQL Task (2025)
  Wuzhenghong Wen et al.
  1.28
• Technical Report: Full-Stack Fine-Tuning for the Q Programming Language (2025)
  Brendan R. Hogan et al.
  1.28
• Visual Programmability: A Guide for Code-as-Thought in Chart Understanding (2025)
  Bohao Tang et al.
  1.28
• ReLook: Vision-Grounded RL with a Multimodal LLM Critic for Agentic Web Coding (2025)
  Yuhang Li et al.
  1.28
• ExTrans: Multilingual Deep Reasoning Translation via Exemplar-Enhanced Reinforcement Learning (2025)
  Jiaan Wang et al.
  1.22
• Skywork Open Reasoner 1 Technical Report (2025)
  Jujie He et al.
  1.22
• EPO: Explicit Policy Optimization for Strategic Reasoning in LLMs via Reinforcement Learning (2025)
  Xiaoqian Liu et al.
  1.06
• 7B Fully Open Source Moxin-LLM/VLM -- From Pretraining to GRPO-based Reinforcement Learning Enhancement (2024)
  Pu Zhao et al.
  —
• MA-RLHF: Reinforcement Learning from Human Feedback with Macro Actions (2024)
  Yekun Chai et al.
  —
• WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning (2024)
  Zehan Qi et al.
  —