Abdullah Ozturk
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126
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Databases×1AI×1Multiagent×1
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2026
Experience Graphs: The Data Foundation for Self-Improving Agents
This paper proposes Trellis, a data foundation that treats experience graphs from long-horizon agentic tasks as first-class, governed, queryable database state.
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cs.DBcs.AIcs.MAEmpiricalRecentJun 29, 2026
Experience Graphs: The Data Foundation for Self-Improving Agents
Gang Liao, Yujia He, Abdullah Ozturk, Zhouyang Li +21 more
This paper proposes Trellis, a data foundation that treats experience graphs from long-horizon agentic tasks as first-class, governed, queryable database state.
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