← authors · overview

• Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?
  2025 · 761 citations
• Soft Policy Gradient Method for Maximum Entropy Deep Reinforcement Learning
  2019 · 35 citations
• Regularized Anderson Acceleration for Off-Policy Deep Reinforcement Learning
  2019 · 12 citations
• Hundreds Guide Millions: Adaptive Offline Reinforcement Learning with Expert Guidance
  2023 · 9 citations
• Smart Train Operation Algorithms based on Expert Knowledge and Reinforcement Learning
  2020 · 4 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
• Train Once, Get a Family: State-Adaptive Balances for Offline-to-Online Reinforcement Learning
  2023 · 2 citations
• Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning
  2025 · 1 citations