A VLM trained with GRPO and a world-model curiosity reward explores a real desktop GUI more diversely than larger frozen models, but the diversity metric is nearly identical to its training reward.
Os-copilot: Towards generalist computer agents with self-improvement, 2024
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ScreenExplorer: Training a Vision-Language Model for Diverse Exploration in Open GUI World
A VLM trained with GRPO and a world-model curiosity reward explores a real desktop GUI more diversely than larger frozen models, but the diversity metric is nearly identical to its training reward.