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• When to Stop Reusing: Dynamic Gradient Gating for Sample-Efficient RLVR
  2026
• CAST: Game Solvers as Turn-Level Teachers for LLM Agents
  2026
• CAST: Game Solvers as Turn-Level Teachers for LLM Agents
  2026
• TopoCurate:Modeling Interaction Topology for Tool-Use Agent Training
  2026
• SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization
  2026
• CoBA-RL: Capability-Oriented Budget Allocation for Reinforcement Learning in LLMs
  2026
• Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning
  2026
• Self-Distilled Agentic Reinforcement Learning
  2026
• Look Before You Leap: Autonomous Exploration for LLM Agents
  2026
• Skill0.5: Joint Skill Internalization and Utilization for Out-of-Distribution Generalization in Agentic Reinforcement Learning
  2026
• SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization
  2026
• AJ-Bench: Benchmarking Agent-as-a-Judge for Environment-Aware Evaluation
  2026
• DORA: A Scalable Asynchronous Reinforcement Learning System for Language Model Training
  2026
• TopoCurate:Modeling Interaction Topology for Tool-Use Agent Training
  2026
• $V_0.5$: Generalist Value Model as a Prior for Sparse RL Rollouts
  2026