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• Joint Training of Multi-Token Prediction in Reinforcement Learning via Optimal Coefficient Calibration
  2026
• Contextual Rollout Bandits for Reinforcement Learning with Verifiable Rewards
  2026
• SRFT: A Single-Stage Method with Supervised and Reinforcement Fine-Tuning for Reasoning
  2025
• When Self-Belief Misleads: Active Label Acquisition for Reinforcement Learning with Verifiable Rewards
  2026
• ResRL: Boosting LLM Reasoning via Negative Sample Projection Residual Reinforcement Learning
  2026
• ZipRL: Adaptive Multi-Turn Context Compression with Hindsight Response Replay
  2026
• AutoSearch: Adaptive Search Depth for Efficient Agentic RAG via Reinforcement Learning
  2026
• Training Multi-Image Vision Agents via End2End Reinforcement Learning
  2025
• MTIR-SQL: Multi-turn Tool-Integrated Reasoning Reinforcement Learning for Text-to-SQL
  2025
• RLFactory: A Plug-and-Play Reinforcement Learning Post-Training Framework for LLM Multi-Turn Tool-Use
  2025
• RLAE: Reinforcement Learning-Assisted Ensemble for LLMs
  2025