@article{metaresearcherscalingdeepresearchviaself, title = {MetaResearcher: Scaling Deep Research via Self-Reflective Reinforcement Learning in Adversarial Virtual Environments}, author = {Wei Yu and Suxing Liu and Minjie Yu and Jiahao Wang and Zhijian Zheng and Haocheng Deng and Bing Li}, year = {2026}, eprint = {2606.19893}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.19893}, }