3 citations · 4 across the 8 of their papers we have counts for
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cs.RO2026
When Should a Robot Replan? Regret-Guided Update Scheduling in Time-Varying MDPs
Negin Musavi, Gokul Puthumanaillam, Ruben Hernandez +2
Robots operating in non-stationary environments must continually adapt their policies as the dynamics drift, but onboard energy and compute budgets cap how often a full state estim…
cs.RO2022★ 1 cited
Learning Certifiably Robust Controllers Using Fragile Perception
Dawei Sun, Negin Musavi, Geir Dullerud +2
Advances in computer vision and machine learning enable robots to perceive their surroundings in powerful new ways, but these perception modules have well-known fragilities. We con…