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Nicholas Rhinehart

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Preprint Sep 2026

SPARROW: Survival-POMCP for Adaptive Robot Routing, Observation, and Waiting

Temporary obstacles that may block a robot's planned route create a sequential navigation problem: a robot must decide whether to wait for a blockage to clear, reroute, or acquire more information about the obstacle before acting. We formulate graph navigation among temporary obstacles as a partially observable semi-Ma...

Hshmat Sahak, Ao-Ran Jiao, Nicholas Rhinehart et al. · 0 citations

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