benchmark 1environment state verification 1gui automation 1reinforcement learning 1task evaluation 1
From the 1 of 6 linked papers with an AI index.
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cs.AI2026
Interactive Reward Agent: GUI Task Evaluation via Environment-State Verification
Chenrui Shi, Yuwei Wu, Yang Liu +5
The paper introduces an Interactive Reward Agent that evaluates GUI task completion by proposing conditions and verifying them using system, application, and GUI tools, and demonst…
cs.AI2026
GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation
Rui Xie, Zhi Gao, Chenrui Shi +3
Large vision-language models have endowed GUI agents with strong general capabilities for interface understanding and interaction. However, due to insufficient exposure to domain-s…