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• Taskbench: Benchmarking Large Language Models For Task Automation
  2023 · 127 citations
• UI-S1: Advancing GUI Automation via Semi-online Reinforcement Learning
  2025 · 12 citations
• A Closed-Loop Perception, Decision-Making and Reasoning Mechanism for Human-Like Navigation
  2022 · 2 citations
• SkillRise: Agentic Reinforcement Learning for Cross-Task Skill Evolution
  2026
• SkillRise: Agentic Reinforcement Learning for Cross-Task Skill Evolution
  2026
• SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization
  2026
• Cooper: Co-Optimizing Policy and Reward Models in Reinforcement Learning for Large Language Models
  2025
• GroundAct: Can LLM Agents Ground Actions in Environmental States?
  2025
• LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization
  2025
• Mind the Gap: Bridging Thought Leap for Improved Chain-of-Thought Tuning
  2025
• DB-Explore: Automated Database Exploration and Instruction Synthesis for Text-to-SQL
  2025
• InftyThink: Breaking the Length Limits of Long-Context Reasoning in Large Language Models
  2025
• 2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining
  2025
• Advancing Process Verification for Large Language Models via Tree-Based Preference Learning
  2024