Pearson Deep Reinforcement Learning And Gans Advanced Topics In Deep Learning

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PEARSON DEEP REINFORCEMENT LEARNING AND GANS ADVANCED TOPICS IN DEEP LEARNING-iLLiTERATE
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Overview

Deep Reinforcement Learning and GANs LiveLessons is an
introduction to two of the most exciting topics in Deep
Learning today. Generative Adversarial Networks cast two
Deep Learning networks against each other in a forger
detective relationship, enabling the fabrication of
stunning, photorealistic images with flexible, user
specifiable elements. Deep Reinforcement Learning has
produced equally surprising advances, including the bulk
of the most widely-publicized artificial intelligence
breakthroughs. Deep RL involves training an agent to
become adept in given environments, enabling
algorithms to meet or surpass human-level performance on
a diverse range of complex challenges, including Atari
video games, the board game Go, and subtle hand
manipulation tasks. Throughout these lessons, essential
theory is brought to life with intuitive explanations
and interactive, hands-on Jupyter notebook demos
Examples feature Python and Keras, the high-level API
for TensorFlow, the most popular Deep Learning library

The companion materials for this LiveLesson can be
found at https://github.com/the-deep
learners/TensorFlow-LiveLessons/
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