@article{newsawaredirectreinforcementtradingforfi,
  title = {News-Aware Direct Reinforcement Trading for Financial Markets},
  author = {Qing-Yu Lan and Zhan-He Wang and Jun-Qian Jiang and Yu-Tong Wang and Yun-Song Piao},
  year = {2025},
  eprint = {2510.19173},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.19173},
}