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Artem Molchanov
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Artem Molchanov
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2026-03-06 00:55:29
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Artem Molchanov's webpage HOME About News Research Industry Artem Molchanov Researcher in Robotics and Machine Learning About I'm a researcher in robotics and machine learning. I have a position as a Senior Deep Learning Scientist in the Autonomous Vehicles division at NVidia. I completed my Ph.D. in the Robotics Embedded Systems Laboratory (RESL) at the University of Southern California under supervision of Gaurav Sukhatme . My research interests are focused on systems that have to operate and adapt under sparse, noisy and incomplete information. Most relevant to robotics, this scenario requires careful leveraging of indirect sources of information to make intelligent decisions, such as priors acquired through simulation, additional sensors indirectly (nontrivially) measuring relevant quantities, communication with other agents, different indicators of task progression. Lately I have been working...
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