TEM: Temporal State Tracking Memory for Large Language Model Agents

arXiv:2610.21900 · cs.CL · Submitted 2026-10-15 · Read on arXiv

cs.CL

Submitted: 2026-10-15

Updated: 2026-10-15

Comments: 16 pages, 5 figures, 8 tables

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• RAG — 2× in this paper · explained in 3 episodes
• Generator — 1× in this paper · explained in 2 episodes
• Retrieval-Augmented Generation (RAG) — 1× in this paper · explained in 16 episodes
• Training-Free Framework — 1× in this paper · explained in 2 episodes

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