@article{workforceagentr1incentivizingreasoning, title = {WorkForceAgent-R1: Incentivizing Reasoning Capability in LLM-based Web Agents via Reinforcement Learning}, author = {Yuchen Zhuang and Di Jin and Jiaao Chen and Wenqi Shi and Hanrui Wang and Chao Zhang}, year = {2025}, eprint = {2505.22942}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.22942v1}, }