Kenneth Eaton

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.