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University of Electronic Science and Technology of China
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Gated Hindsight Distillation allows GUI agents to learn from future observations, drastically improving their reasoning capabilities in complex environments.
State-Matched Routing and Contextualized Self-Distillation boosts task success rates by over 15% in complex interactive environments by aligning guidance with the agent's actual execution state.