Machine Heart
Jun 1, 2026 · Artificial Intelligence
Memory‑Augmented Self‑Evolving Framework Empowers GUI Agents for Long‑Term Tasks
The SE‑GA framework introduces hierarchical memory and a two‑stage self‑evolution training pipeline that enable GUI agents to retain critical context, learn from past successes, and achieve state‑of‑the‑art performance on long‑horizon benchmarks.
GUI agentsbenchmark evaluationmemory-augmented AI
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