Paper: A History-Aware Visually Grounded Critic for Computer Use Agents

type: paper title: A History-Aware Visually Grounded Critic for Computer Use Agents authors: Jaewoo Lee, Zaid Khan, Archiki Prasad, Justin Chih-Yao Chen, Supriyo Chakraborty, Kartik Balasubramaniam, Sambit Sahu, Elias Stengel-Eskin, et al. year: 2026 venue: arXiv url: https://arxiv.org/abs/2606.11078 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-06-09 updated_at: 2026-06-09 status: queued relevance: high topics:

agent-evaluation
computer-use
planning
rag
tool-use methods:

benchmarks:

models:

datasets:

cs.AI
cs.CL
cs.CV related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 15 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, rag, tool-use
arXiv categories: cs.AI, cs.CL, cs.CV
collection score: 15

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?

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