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• Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?
  2025 · 761 citations
• Agenttuning: Enabling Generalized Agent Abilities For Llms
  2023 · 26 citations
• On the Power of Multitask Representation Learning in Linear MDP
  2021 · 5 citations
• Occlusion-shared and Feature-separated Network for Occlusion Relationship Reasoning
  2019 · 3 citations
• Emulating Human-like Adaptive Vision for Efficient and Flexible Machine Visual Perception
  2025 · 2 citations
• Context-Constrained Accurate Contour Extraction for Occlusion Edge Detection
  2019 · 2 citations
• Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning
  2025 · 1 citations
• Augmenting Unsupervised Reinforcement Learning with Self-Reference
  2023 · 1 citations
• AgentRL: Scaling Agentic Reinforcement Learning with a Multi-Turn, Multi-Task Framework
  2025