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• React: Synergizing Reasoning And Acting In Language Models
  2022 · 7191 citations
• Tree of Thoughts: Deliberate Problem Solving with Large Language Models
  2023 · 104 citations
• Iterative Nash Policy Optimization: Aligning Llms With General Preferences Via No-regret Learning
  2024 · 40 citations
• One Token to Fool LLM-as-a-Judge
  2025 · 1 citations
• Learning to Build the Environment: Self-Evolving Reasoning RL via Verifiable Environment Synthesis
  2026
• DeltaRubric: Generative Multimodal Reward Modeling via Joint Planning and Verification
  2026
• Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs
  2025
• Expanding RL with Verifiable Rewards Across Diverse Domains
  2025
• DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning
  2025
• CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models