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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Shuncheng Liu

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Aug 2026

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

DBAgent is presented, an autonomous agent for Huawei Cloud Data Warehouse Service (DWS) integrated with Autopilot (DWS's production monitoring, alerting, and auto-remediation service) that consumes DWS telemetry and Autopilot alerts and produces evidence-grounded reports with low hallucination on DWS benchmark.

Xu Chen, Jun-Ming Chen, Shuncheng Liu et al. · 0 citations

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