agent/papers/items/2026-2607-03441-no-time-like-the-present-agentic-test-time-training-for-llm-agents.md

Paper: No Time Like the Present: Agentic Test-Time Training for LLM Agents

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type: paper title: "No Time Like the Present: Agentic Test-Time Training for LLM Agents" authors: Yanbo Wang, Jinhua Hao, Yuze Shi, Kun Yuan, Ming Sun year: 2026 venue: arXiv url: https://arxiv.org/abs/2607.03441 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-07-03 updated_at: 2026-07-03 status: queued relevance: high topics:

• coding-agent
• computer-use
• tool-use methods:

benchmarks:

models:

datasets:

• cs.LG
• cs.AI related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 18 collection_queries: coding-agent, llm-agent

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

• matched queries: coding-agent, llm-agent
• inferred topics: coding-agent, computer-use, tool-use
• arXiv categories: cs.LG, cs.AI
• collection score: 18

Review Checklist

• Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
• Does it include a benchmark, dataset, code, or reproducible experimental setup?
• Should it be promoted from queued to skimmed or summarized?

Links

• arXiv: https://arxiv.org/abs/2607.03441