Parker Ewen
Papers
6
Total Citations
73
H-Index
4
About
Parker Ewen is a roboticist whose research sits at the intersection of mobile manipulation, terrain estimation, and probabilistic semantic mapping. His work focuses on enabling robots to understand and interact with complex, uncertain environments in real time. Ewen’s most cited paper, “These Maps are Made for Walking” (30 citations), introduces a framework for estimating terrain properties like friction during navigation—critical for stable legged locomotion. He further advanced legged mobile manipulation in his 2021 work (25 citations), developing planners that account for the dynamic coupling between a robot’s legs and its manipulator. More recently, Ewen has pioneered uncertainty-aware mapping with methods like ConvBKI and LatentBKI (2024–2025), which bring quantifiable probabilistic reasoning to neural semantic mapping and open-vocabulary scene understanding. His 2025 paper on Continuous Semantic Splatting extends this rigor to 3D Gaussian Splatting, addressing failure modes in novel-view synthesis. Across these contributions, Ewen’s hallmark is fusing classical probabilistic algorithms with modern learning—ensuring robots not only perceive their world but do so with calibrated confidence, a vital step toward trustworthy autonomy in the field.
Research Focus
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Top Papers
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