Search Results - "Harter, Augustin"

YOLO -- You only look 10647 times by Limberg, Christian, Melnik, Andrew, Harter, Augustin, Ritter, Helge

“…With this work we are explaining the "You Only Look Once" (YOLO) single-stage object detection approach as a parallel classification of 10647 fixed region…”
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Critic Guided Segmentation of Rewarding Objects in First-Person Views by Melnik, Andrew, Harter, Augustin, Limberg, Christian, Rana, Krishan, Suenderhauf, Niko, Ritter, Helge

“…This work discusses a learning approach to mask rewarding objects in images using sparse reward signals from an imitation learning dataset. For that, we train…”
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Solving Physics Puzzles by Reasoning about Paths by Harter, Augustin, Melnik, Andrew, Kumar, Gaurav, Agarwal, Dhruv, Garg, Animesh, Ritter, Helge

“…We propose a new deep learning model for goal-driven tasks that require intuitive physical reasoning and intervention in the scene to achieve a desired end…”
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Towards robust and domain agnostic reinforcement learning competitions by Guss, William Hebgen, Milani, Stephanie, Topin, Nicholay, Houghton, Brandon, Mohanty, Sharada, Melnik, Andrew, Harter, Augustin, Buschmaas, Benoit, Jaster, Bjarne, Berganski, Christoph, Heitkamp, Dennis, Henning, Marko, Ritter, Helge, Wu, Chengjie, Hao, Xiaotian, Lu, Yiming, Mao, Hangyu, Mao, Yihuan, Wang, Chao, Opanowicz, Michal, Kanervisto, Anssi, Schraner, Yanick, Scheller, Christian, Zhou, Xiren, Liu, Lu, Nishio, Daichi, Tsuneda, Toi, Ramanauskas, Karolis, Juceviciute, Gabija

“…Reinforcement learning competitions have formed the basis for standard research benchmarks, galvanized advances in the state-of-the-art, and shaped the…”
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