Physical AI Lab
Robot Scene Memory and Object Permanence: Remembering A World That Moves
A practical guide to robot scene memory, object permanence, stale observations, hidden objects, moved furniture, …
Robot Perception
Physical AI Lab
Robot Lighting and Visual Conditions: Designing What The Machine Can See
A grounded guide to lighting, glare, shadows, exposure, reflective materials, day-night variation, and the visual …
Physical AI Lab
Robot Sensor Placement and Blind Spots: What The Machine Can Actually See
A practical guide to robot sensor placement, field of view, occlusion, mounting, blind spots, calibration, …
Physical AI Lab
Robot Dataset Curation and Annotation: Teaching From the Right Evidence
A practical guide to robot dataset curation, annotation, review, privacy, edge cases, and the evidence discipline that …
Physical AI Lab
Robot Sensor Fusion and Uncertainty: When the World Disagrees
A grounded guide to robot sensor fusion, uncertainty, timing, calibration, confidence, and the practical work of …
Physical AI Lab
Robot Calibration and Alignment: The Geometry Behind Reliable Motion
A grounded guide to robot calibration, sensor alignment, coordinate frames, timing, drift, validation, and why small …
Physical AI Lab
Robot Perception in Messy Homes: Why Ordinary Rooms Are Hard
A narrative guide to why home robot perception is difficult in cluttered rooms, covering sensors, occlusion, lighting, …
Physical AI Lab
Robot Perception: Sensors, Scenes, and Uncertainty
A grounded guide to robot perception, sensors, calibration, scene understanding, uncertainty, and why seeing the …