agent/papers/items/2026-2607-08960-eluna-an-agentic-llm-system-for-automating-warehouse-operations-with-reasoning-a.md

Paper: Eluna: An Agentic LLM System for Automating Warehouse Operations with Reasoning and Task Execution

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type: paper title: "Eluna: An Agentic LLM System for Automating Warehouse Operations with Reasoning and Task Execution" authors: Ning Liu, Kalle Kujanpää, Zhaoxuan Zhu, P Aditya Sreekar, Kaiwen Liu, Chuanneng Sun, Jorge Marchena Menendez, Matthew Bales, et al. year: 2026 venue: arXiv url: https://arxiv.org/abs/2607.08960 code_url: source: arxiv collected_at: 2026-07-27 published_at: 2026-07-09 updated_at: 2026-07-09 status: queued relevance: high topics:

• agent-evaluation
• computer-use
• memory
• multi-agent
• reasoning methods:

benchmarks:

models:

datasets:

• cs.LG related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 19 collection_queries: multi-agent-llm

One-line Takeaway

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

Why Collected

• matched queries: multi-agent-llm
• inferred topics: agent-evaluation, computer-use, memory, multi-agent, reasoning
• arXiv categories: cs.LG
• collection score: 19

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/2607.08960