% Key papers for Robust and efficient agent execution (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{aaai2025_webpilot_11280,
  title = {{WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34505},
}

@inproceedings{cvpr2025_comfybench_25742,
  title = {{ComfyBench: Benchmarking LLM-based Agents in ComfyUI for Autonomously Designing Collaborative AI Systems}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/35240},
}

@inproceedings{aaai2024_multi_6708,
  title = {{Multi-Stage Prompting for Next Best Agent Recommendations in Adaptive Workflows}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30319},
}

@inproceedings{icml2026_measuring_54163,
  title = {{Measuring Agents in Production}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=mWxEAgz3xu},
}

@inproceedings{neurips2025_owl_76702,
  title = {{OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=MBJ46gd1CT},
}

@inproceedings{neurips2025_real_77519,
  title = {{REAL: Benchmarking Autonomous Agents on Deterministic Simulations of Real Websites}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=Un1sWxmZuI},
}

@inproceedings{aaai2020_an_102702,
  title = {{An Operational Semantics for True Concurrency in BDI Agent Systems}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6199},
}

@inproceedings{icml2024_workarena_43730,
  title = {{WorkArena: How Capable are Web Agents at Solving Common Knowledge Work Tasks?}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/34722},
}

@inproceedings{aaai2026_from_107863,
  title = {{From Text to Simulation: A Multi-Agent LLM Workflow for Automated Chemical Process Design}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/40215},
}

@inproceedings{aaai2026_ecoagent_107878,
  title = {{EcoAgent: An Efficient Device-Cloud Collaborative Multi-Agent Framework for Mobile Automation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/40230},
}

@inproceedings{aaai2026_mobile_107889,
  title = {{Mobile-Agent-RAG: Driving Smart Multi-Agent Coordination with Contextual Knowledge Empowerment for Long-Horizon Mobile Automation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/40241},
}

@inproceedings{cvpr2025_nader_27043,
  title = {{NADER: Neural Architecture Design via Multi-Agent Collaboration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34850},
}

@inproceedings{iclr2025_self_80757,
  title = {{Self-Evolving Multi-Agent Collaboration Networks for Software Development}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/31011},
}

@inproceedings{iclr2025_swe_81476,
  title = {{SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/30299},
}

@inproceedings{iclr2025_proactive_83691,
  title = {{Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/28128},
}

@inproceedings{neurips2026_skillsbench_91067,
  title = {{SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/139353},
}

@inproceedings{neurips2026_learning_93171,
  title = {{Learning Latency-Aware Orchestration for Multi-Agent Systems}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/150759},
}

@inproceedings{neurips2026_sentinel_94897,
  title = {{SENTINEL: A Multi-Level Formal Framework for Safety Evaluation of Foundation Model-based Embodied Agents}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/139690},
}

@inproceedings{aaai2026_record_107871,
  title = {{RECoRD: A Multi-Agent LLM Framework for Reverse Engineering Codebase to Relational Diagram}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/40223},
}

@inproceedings{aaai2025_agent_8070,
  title = {{Agent Trajectory Explorer: Visualizing and Providing Feedback on Agent Trajectories}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/35350},
}

@inproceedings{icml2025_orcaloca_47024,
  title = {{OrcaLoca: An LLM Agent Framework for Software Issue Localization}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/45561},
}