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• Executable Code Actions Elicit Better LLM Agents
  2024 · 421 citations
• Ultrafeedback: Boosting Language Models With Scaled AI Feedback
  2023 · 277 citations
• RLPR: Extrapolating RLVR to General Domains without Verifiers
  2025 · 69 citations
• NFT: Bridging Supervised Learning and Reinforcement Learning in Math Reasoning
  2025 · 28 citations
• A Unified Evaluation Of Textual Backdoor Learning: Frameworks And Benchmarks
  2022 · 24 citations
• Process Reinforcement through Implicit Rewards
  2025 · 1 citations
• The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning
  2025 · 1 citations
• The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning
  2025 · 1 citations
• Free Process Rewards without Process Labels
  2024 · 1 citations
• RLVE: Scaling Up Reinforcement Learning for Language Models with Adaptive Verifiable Environments
  2025
• Do We Need Adam? Surprisingly Strong and Sparse Reinforcement Learning with SGD in LLMs
  2026
• Reinforcement Learning Finetunes Small Subnetworks in Large Language Models
  2025
• RLPR: Extrapolating RLVR to General Domains without Verifiers
  2025
• From f(x) and g(x) to f(g(x)): LLMs Learn New Skills in RL by Composing Old Ones
  2025
• Probing the Critical Point (CritPt) of AI Reasoning: a Frontier Physics Research Benchmark
  2025