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agent/papers/items/2026-2607-04162-ace-agentic-control-for-embodied-manipulation-via-zero-shot-workflow-reasoning.md
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# Paper: ACE: Agentic Control for Embodied Manipulation via Zero-shot Workflow Reasoning
---
type: paper
title: "ACE: Agentic Control for Embodied Manipulation via Zero-shot Workflow Reasoning"
authors: Iok Tong Lei, QianZhi Li, Ying Jie Yap, Yujie Zhang, Rui Zhong, Haichao Gui, Xiaolong Liu, Zhidong Deng
year: 2026
venue: arXiv
url: https://arxiv.org/abs/2607.04162
code_url:
source: arxiv
collected_at: 2026-07-08
published_at: 2026-07-05
updated_at: 2026-07-05
status: queued
relevance: high
topics:
- agent-evaluation
- embodied-agent
- memory
- planning
- rag
- reasoning
- tool-use
- workflow-agent
methods:
-
benchmarks:
-
models:
-
datasets:
- cs.RO
- cs.LG
related_concepts:
-
related_jobs:
-
related_experiments:
-
related_projects:
-
collection_score: 17
collection_queries: agentic-ai
---
## One-line Takeaway
Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.
## Why Collected
- matched queries: agentic-ai
- inferred topics: agent-evaluation, embodied-agent, memory, planning, rag, reasoning, tool-use, workflow-agent
- arXiv categories: cs.RO, cs.LG
- collection score: 17
## 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/2607.04162