PPaperPicks

Hangyu Mao

13 papers at tracked venues · 8 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. Tool-Star: Empowering Multi-Tool Collaborative Web Agent via Reinforcement Learning
  2. Toward Generalized Web Agent Training: A Deep Dive into Entropy-Balanced Reinforcement Learning
  3. DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering
  4. Reidentify: Context-Aware Identity Generation for Contextual Multi-Agent Reinforcement Learning
  5. SheetAgent: Towards a Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models
  6. SkillTree: Explainable Skill-Based Deep Reinforcement Learning for Long-Horizon Control Tasks
  7. CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal Control
  8. DuaLight: Enhancing Traffic Signal Control by Leveraging Scenario-Specific and Scenario-Shared Knowledge
  9. PDiT: Interleaving Perception and Decision-making Transformers for Deep Reinforcement Learning
    AAMAS 2024 · Hangyu Mao
  10. PTDE: Personalized Training with Distilled Execution for Multi-Agent Reinforcement Learning
  11. Sequential Asynchronous Action Coordination in Multi-Agent Systems: A Stackelberg Decision Transformer Approach
  12. TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Industry Systems
  13. X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner