@misc{Phi-pre,
archiveprefix = {arXiv},
author = {Xuan-Phi Nguyen and Shrey Pandit and Revanth Gangi Reddy and Austin Xu and Silvio Savarese and Caiming Xiong and Shafiq Joty},
eprint = {2509.06283},
primaryclass = {cs.AI},
title = {SFR-DeepResearch: Towards Effective Reinforcement Learning for Autonomously Reasoning Single Agents},
url = {https://arxiv.org/abs/2509.06283},
year = {2025}
}