@misc{hardlab_agentic_quant_survey,
  title = {{Agentic Quantitative Trading: A Survey of Workflows, Systems, and Evaluation}},
  author = {Fengrui Hua and Hengyi Yang and Xinlei Hao and Haohan Zhang and Bokai Cao and Yiyan Qi and Jia Li and Jian Guo},
  year = {2026},
  eprint = {2608.31041},
  archivePrefix = {arXiv},
  doi = {10.48550/arXiv.2608.31041},
  url = {https://arxiv.org/abs/2608.31041},
  note = {External related work; metadata checked 2026-09-10}
}

@misc{hardlab_agentic_trading,
  title = {{Agentic Trading: When LLM Agents Meet Financial Markets}},
  author = {Yihan Xia and Panpan You and Taotao Wang and Fang Liu and Han Qi and Xiaoxiao Wu and Shengli Zhang},
  year = {2026},
  eprint = {2605.19337},
  archivePrefix = {arXiv},
  doi = {10.48550/arXiv.2605.19337},
  url = {https://arxiv.org/abs/2605.19337},
  note = {External related work; metadata checked 2026-09-10}
}

@misc{hardlab_tradingagents,
  title = {{TradingAgents: Multi-Agents LLM Financial Trading Framework}},
  author = {Yijia Xiao and Edward Sun and Di Luo and Wei Wang},
  year = {2024},
  eprint = {2412.20138},
  archivePrefix = {arXiv},
  doi = {10.48550/arXiv.2412.20138},
  url = {https://arxiv.org/abs/2412.20138},
  note = {External related work; metadata checked 2026-09-10}
}

@misc{hardlab_finrobot,
  title = {{FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models}},
  author = {Hongyang Yang and Boyu Zhang and Neng Wang and Cheng Guo and Xiaoli Zhang and Likun Lin and Junlin Wang and Tianyu Zhou and Mao Guan and Runjia Zhang and Christina Dan Wang},
  year = {2024},
  eprint = {2405.14767},
  archivePrefix = {arXiv},
  doi = {10.48550/arXiv.2405.14767},
  url = {https://arxiv.org/abs/2405.14767},
  note = {External related work; metadata checked 2026-09-10}
}

@misc{hardlab_qlib,
  title = {{Qlib: An AI-oriented Quantitative Investment Platform}},
  author = {Xiao Yang and Weiqing Liu and Dong Zhou and Jiang Bian and Tie-Yan Liu},
  year = {2020},
  eprint = {2009.11189},
  archivePrefix = {arXiv},
  doi = {10.48550/arXiv.2009.11189},
  url = {https://arxiv.org/abs/2009.11189},
  note = {External related work; metadata checked 2026-09-10}
}