Author

Purvi Kathalkar

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Preprint Aug 2026

Weighted Memory Tree: Remembering What Matters for Long-Horizon LLM Agents

The results suggest that effective long-horizon agent memory depends less on storing more information than on deciding which information should remain active, and that effective long-horizon agent memory depends less on storing more information than on deciding which information should remain active.

Q. Dao, Purvi Kathalkar, Kenneth Eaton · 1 citation