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cs.RO2026
Multi-robot Learning-based Informative Path Planning Using Spatio-Temporal Gaussian Process Kalman Filter
Muqing Cao, Yunwoo Lee, Junbin Yuan +2
Multi-robot informative path planning (IPP) for persistent target monitoring requires robots to reason about spatial uncertainty, temporal evolution, and practical sensing and comm…
cs.RO2026
SCOPE: Field-of-View-Aware Path Planning in Unknown Space via Safety-Volume Certification
Junbin Yuan, Muqing Cao, Yunwoo Lee +2
Safe navigation with a body-mounted limited-field-of-view sensor requires the complete robot-inflated volume of an intended motion to be observed and verified free before execution…