Jun 2026
Experience Graphs: The Data Foundation for Self-Improving Agents
The database community has repeatedly advanced the state of the art by recognizing that new workloads demand new system architectures. We argue that long-horizon agentic tasks -- code generation, scientific discovery, hardware design -- are such a workload. These agents explore: they generate artifacts, execute tools,...
Gang Liao, Yujia He, Abdullah Ozturk et al.
· arXiv.org · 0 citations