Reflection with Action-Induced Visual Differences for Desktop GUI Agents

arXiv:2608.24015 · cs.AI · Submitted 2026-08-25 · Read on arXiv

cs.AI

Submitted: 2026-08-25

Updated: 2026-08-25

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Accuracy — 20× in this paper · explained in 1 episode
Benchmark — 19× in this paper · explained in 2 episodes
Grounding — 17× in this paper · explained in 3 episodes
Action Space — 5× in this paper · explained in 1 episode
Ablation — 4× in this paper · explained in 1 episode
Visual Grounding — 4× in this paper · explained in 2 episodes
Alignment — 3× in this paper · explained in 1 episode
Ablation study — 2× in this paper · explained in 1 episode
Benchmarking — 2× in this paper · explained in 3 episodes
Core — 2× in this paper · explained in 2 episodes
Decoupling — 2× in this paper · explained in 2 episodes
Graphical User Interface — 2× in this paper
Multi-agent Collaboration — 2× in this paper · explained in 2 episodes
Verification — 2× in this paper · explained in 2 episodes
Ablation Studies — 1× in this paper · explained in 1 episode
Agentic Framework — 1× in this paper · explained in 6 episodes
Analyzer — 1× in this paper · explained in 1 episode
Evidence-First Reflection — 1× in this paper
Foundation Model — 1× in this paper · explained in 3 episodes
Foundation Models — 1× in this paper · explained in 7 episodes
Large Language Model (LLM) — 1× in this paper · explained in 3 episodes
Reinforcement Learning — 1× in this paper · explained in 4 episodes
Workshop on Large Language Model — 1× in this paper

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