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Li-Jun Qian

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#machine learning Preprint Oct 2026

Mind the Refinement Gap: When Safe High-Level Robot Plans Produce Unsafe Executions

Language-enabled robot systems increasingly combine semantic-graph planning with temporal-logic safety monitors. We investigate a trace-completeness assumption in these systems: whether the high-level action sequence checked by a monitor represents the navigation and implicit action effects induced during execution. We...

Stabak Das, Priyesh Ranjan, Xiang-Fang Li et al. · 0 citations

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