Browsing by Author "Fakoor, Rasool"
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Neural Image and Video Understanding
Fakoor, Rasool (2017-08-25)Even though recent works on neural architectures have shown promising results at tasks like image recognition, object detection, playing Atari games, etc., learning a mapping from a visual space to a language space or vice ... -
Reducing The Complexity Of Reinforcement Learning In POMDPs By Decomposition Into Decision And Perceptual Processes
Fakoor, Rasool (Computer Science & Engineering, 2013-03-20)Markov Decision Processes (MDPs) and Partially Observable Markov Decision Processes (POMDPs) are very powerful and general frameworks to model decision and decision learning tasks in a wide range of problem domains. As a ...