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Van der Merwe, Mark | Learning 3D Reconstructions for Geometrically aware Robotic Grasping | Robotic grasping is a crucial subtask of many important robotic applications, such as in-home robotic assistance, emergency responce robots, and industrial robotics. Deep learning has enabled remarkable improvements in robotic grasp synthesis for previously unseen objects from partial object views. ... | 2020 | |
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Bracken, Kallie | Defining learning: mystifying machine learning as a powerful tool in a data-driven world | Until recently, the driving paradigm in software engineering has been to design applications for a predefined set of tasks. This approach, however, is quickly being dwarfed by data-driven applications which are designed to use knowledge and understanding to decide how they can best fulfill use... | Machine learning - Case studies; Machine learning - Study and Teaching; Machine Learning - Technique | 2016-04 |
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