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• Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?
  2025 · 761 citations
• Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning
  2025 · 15 citations
• Boosting Offline Reinforcement Learning via Data Rebalancing
  2022 · 3 citations
• Decoupled Prioritized Resampling for Offline RL
  2023 · 3 citations
• Emulating Human-like Adaptive Vision for Efficient and Flexible Machine Visual Perception
  2025 · 2 citations
• Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning
  2025 · 1 citations
• Absolute Zero: Reinforced Self-play Reasoning with Zero Data
  2025 · 1 citations
• Value-Consistent Representation Learning for Data-Efficient Reinforcement Learning
  2022 · 1 citations
• Improving and Benchmarking Offline Reinforcement Learning Algorithms
  2023 · 1 citations
• Towards Understanding the Benefit of Multitask Representation Learning in Decision Process
  2025