DBAgent: An RL-Based Agent for Autonomous Database Operations and Maintenance

Authors

• 1. Xu Chen (University of Electronic Science and Technology of China)
• 2. Junming Chen (University of Electronic Science and Technology of China)
• 3. Shuncheng Liu (Huawei)
• 4. Yuyang Xia (University of Electronic Science and Technology of China)
• 5. Zibo Liang (University of Electronic Science and Technology of China)
• 6. Xiaoming Qin (Huawei)
• 7. Kai Zeng (Huawei)
• 8. Han Su (University of Electronic Science and Technology of China)
• 9. Kai Zheng (University of Electronic Science and Technology of China)

@article{chen_vldb26,
        title = {{DBAgent: An RL-Based Agent for Autonomous Database Operations and Maintenance}},
        author = {Chen, Xu and Chen, Junming and Liu, Shuncheng and Xia, Yuyang and Liang, Zibo and Qin, Xiaoming and Zeng, Kai and Su, Han and Zheng, Kai},
        journal = {PVLDB},
        series = {{VLDB} '26},
        volume = {19},
        number = {12},
        pages = {3928--3940},
        doi = {10.14778/3827998.3828006},
        url = {https://doi.org/10.14778/3827998.3828006},
        year = {2026}
}

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