% Key papers for Agentic benchmarks and orchestration (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{neurips2023_mind2web_69262,
  title = {{Mind2Web: Towards a Generalist Agent for the Web}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/73485},
}

@inproceedings{iclr2025_biodiscoveryagent_81536,
  title = {{BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/30240},
}

@inproceedings{neurips2024_secret_72949,
  title = {{Secret Collusion among AI Agents: Multi-Agent Deception via Steganography}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94463},
}

@inproceedings{icml2025_agent_47090,
  title = {{Agent Workflow Memory}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/45496},
}

@inproceedings{icml2024_mlagentbench_43293,
  title = {{MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/35159},
}

@inproceedings{iclr2025_automated_83746,
  title = {{Automated Design of Agentic Systems}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/28073},
}

@inproceedings{iclr2025_mle_80907,
  title = {{MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/30860},
}

@inproceedings{neurips2024_optimus_72616,
  title = {{Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94762},
}

@inproceedings{neurips2025_agentdam_79557,
  title = {{AgentDAM: Privacy Leakage Evaluation for Autonomous Web Agents}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=qaxf7q41aK},
}

@inproceedings{neurips2024_discoveryworld_72983,
  title = {{DiscoveryWorld: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/97607},
}

@inproceedings{neurips2025_lc_77823,
  title = {{LC-Opt: Benchmarking Reinforcement Learning and Agentic AI for End-to-End Liquid Cooling Optimization in Data Centers}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=XwqawBglmv},
}

@inproceedings{icml2025_agent_47101,
  title = {{Agent-as-a-Judge: Evaluate Agents with Agents}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/45485},
}

@inproceedings{neurips2025_mlzero_75596,
  title = {{MLZero: A Multi-Agent System for End-to-end Machine Learning Automation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=9t7gfYUp0U},
}

@inproceedings{neurips2025_mind2web_75652,
  title = {{Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=AUaW6DS9si},
}

@inproceedings{neurips2025_webdancer_79588,
  title = {{WebDancer: Towards Autonomous Information Seeking Agency}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=quJdphBcdP},
}

@inproceedings{aaai2026_agentsense_100118,
  title = {{AgentSense: Virtual Sensor Data Generation Using LLM Agents in Simulated Home Environments}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37169},
}

@inproceedings{icml2026_towards_49641,
  title = {{Towards a Science of AI Agent Reliability}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=4LTwRqhmhk},
}

@inproceedings{neurips2025_apigen_79571,
  title = {{APIGen-MT: Agentic Pipeline for Multi-Turn Data Generation via Simulated Agent-Human Interplay}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=qk6ORqQ4Cu},
}

@inproceedings{neurips2025_thinking_79974,
  title = {{Thinking vs. Doing: Improving Agent Reasoning by Scaling Test-Time Interaction}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=un1TRwNgiv},
}

@inproceedings{iclr2025_agentstudio_82665,
  title = {{AgentStudio: A Toolkit for Building General Virtual Agents}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/29133},
}

@inproceedings{iclr2025_mindsearch_84053,
  title = {{MindSearch: Mimicking Human Minds Elicits Deep AI Searcher}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/27772},
}