agent/papers/items/2026-2607-15193-plover-steering-gui-agents-through-plan-centric-interaction.md

Paper: Plover: Steering GUI Agents through Plan-Centric Interaction

---

type: paper title: "Plover: Steering GUI Agents through Plan-Centric Interaction" authors: Madhumitha Venkatesan, Shicheng Wen, Jiajing Guo, Jorge Piazentin Ono, Liu Ren, Dongyu Liu year: 2026 venue: arXiv url: https://arxiv.org/abs/2607.15193 code_url: source: arxiv collected_at: 2026-07-27 published_at: 2026-07-16 updated_at: 2026-07-16 status: queued relevance: high topics:

• agent-evaluation
• computer-use
• planning
• tool-use
• workflow-agent methods:

benchmarks:

models:

datasets:

• cs.AI related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 14 collection_queries: web-gui-agent

One-line Takeaway

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

Why Collected

• matched queries: web-gui-agent
• inferred topics: agent-evaluation, computer-use, planning, tool-use, workflow-agent
• arXiv categories: cs.AI
• collection score: 14

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/2607.15193