@article{branposcalablecontrastivebranchsamplingf, title = {BranPO: Scalable Contrastive Branch Sampling for Long-Horizon Agentic Reinforcement Learning}, author = {Yubao Zhao and Weiquan Huang and Sudong Wang and Ruochen Zhao and Chen Chen and Yao Shu and Chengwei Qin}, year = {2026}, eprint = {2602.03719}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.03719}, }