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• Accnet: Actor-coordinator-critic Net For "learning-to-communicate" With Deep Multi-agent Reinforcement Learning
  2017 · 40 citations
• Tptu-v2: Boosting Task Planning And Tool Usage Of Large Language Model-based Agents In Real-world Systems
  2023 · 15 citations
• Cooperative Multi-agent Transfer Learning With Level-adaptive Credit Assignment
  2021 · 10 citations
• Learning to Collaborate by Grouping: a Consensus-oriented Strategy for Multi-agent Reinforcement Learning
  2023 · 7 citations
• Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning
  2025 · 4 citations
• PTDE: Personalized Training with Distilled Execution for Multi-Agent Reinforcement Learning
  2022 · 4 citations
• DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering
  2025
• Stackelberg Decision Transformer for Asynchronous Action Coordination in Multi-Agent Systems
  2023