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• Group Sequence Policy Optimization
  2025 · 453 citations
• On-Policy RL Meets Off-Policy Experts: Harmonizing Supervised Fine-Tuning and Reinforcement Learning via Dynamic Weighting
  2025 · 68 citations
• Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement
  2024 · 13 citations
• ArenaRL: Scaling RL for Open-Ended Agents via Tournament-based Relative Ranking
  2026
• Breaking Entropy Bounds: Accelerating RL Training via MTP with Rejection Sampling
  2026
• Trinity-RFT: A General-Purpose and Unified Framework for Reinforcement Fine-Tuning of Large Language Models
  2025
• Experience Augmented Policy Optimization for LLM Reasoning
  2026
• One-Way Policy Optimization for Self-Evolving LLMs
  2026
• FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization
  2026
• On the Direction of RLVR Updates for LLM Reasoning: Identification and Exploitation
  2026
• Sparse but Critical: A Token-Level Analysis of Distributional Shifts in RLVR Fine-Tuning of LLMs