% Key papers for LLM multi-agent decision making (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{iclr2024_metagpt_34583,
  title = {{MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18491},
}

@inproceedings{iclr2024_agentbench_35685,
  title = {{AgentBench: Evaluating LLMs as Agents}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/17388},
}

@inproceedings{neurips2024_agentpoison_72669,
  title = {{AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94715},
}

@inproceedings{neurips2025_why_78478,
  title = {{Why Do Multi-Agent LLM Systems Fail?}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=fAjbYBmonr},
}

@inproceedings{neurips2024_mobile_71906,
  title = {{Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95398},
}

@inproceedings{neurips2025_a_76119,
  title = {{A-Mem: Agentic Memory for LLM Agents}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=FiM0M8gcct},
}

@inproceedings{neurips2024_reflective_74424,
  title = {{Reflective Multi-Agent Collaboration based on Large Language Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93147},
}

@inproceedings{neurips2024_can_71082,
  title = {{Can Large Language Model Agents Simulate Human Trust Behavior?}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96131},
}

@inproceedings{neurips2025_agentnet_79848,
  title = {{AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=tXqLxHlb8Z},
}

@inproceedings{neurips2024_cooperation_70499,
  title = {{Cooperation, Competition, and Maliciousness: LLM-Stakeholders Interactive Negotiation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/97850},
}

@inproceedings{neurips2024_richelieu_70658,
  title = {{Richelieu: Self-Evolving LLM-Based Agents for AI Diplomacy}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96464},
}

@inproceedings{icml2024_executable_45132,
  title = {{Executable Code Actions Elicit Better LLM Agents}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/33320},
}

@inproceedings{icml2024_language_45647,
  title = {{Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/32805},
}

@inproceedings{neurips2024_coevolving_71964,
  title = {{Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95347},
}

@inproceedings{neurips2024_cooperate_70189,
  title = {{Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96895},
}

@inproceedings{neurips2025_multi_76597,
  title = {{Multi-Agent Collaboration via Evolving Orchestration}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=L0xZPXT3le},
}

@inproceedings{icml2024_should_43795,
  title = {{Should we be going MAD? A Look at Multi-Agent Debate Strategies for LLMs}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/34657},
}

@inproceedings{aaai2025_synergistic_10886,
  title = {{Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34772},
}

@inproceedings{neurips2025_g_79195,
  title = {{G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=mmIAp3cVS0},
}

@inproceedings{aaai2019_disjunctive_101334,
  title = {{Disjunctive Normal Form for Multi-Agent Modal Logics Based on Logical Separability}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/4134},
}

@inproceedings{neurips2025_large_76114,
  title = {{Large Language Models Miss the Multi-agent Mark}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=FfsxgSZW0c},
}