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Yuchen Xiao, Yanchao Sun, Mengda Xu, Udari Madhushani, Jared Vann, Deepeka Garg, Sumitra Ganesh · 2023 · arXiv 2310.14403

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Test-Time Deep Thinking to Explore Implicit Rules

cs.AI · 2026-05-24 · unverdicted · novelty 6.0

TTExplore trains a 7B thinker via task-score RL to infer implicit rules at test time, raising agent success by 14-19 points on five embodied tasks.

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  • Test-Time Deep Thinking to Explore Implicit Rules cs.AI · 2026-05-24 · unverdicted · none · ref 40

    TTExplore trains a 7B thinker via task-score RL to infer implicit rules at test time, raising agent success by 14-19 points on five embodied tasks.