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benchmark 1environment state verification 1gui automation 1reinforcement learning 1task evaluation 1

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1 paper

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…