Fundamentals of Reinforcement Learning by Rafael Ris-Ala (.ePUB)+
File Size: 18.8 MB
Fundamentals of Reinforcement Learning by Rafael Ris-Ala
Requirements: .ePUB, .PDF reader, 18.8 MB | True PDF, True EPUB
Overview: Artificial Intelligence (AI) applications bring agility and modernity to our lives, and the reinforcement learning technique is at the forefront of this technology. It can outperform human competitors in strategy games, creative compositing, and autonomous movement. Moreover, it is just starting to transform our civilization. This book provides an introduction to AI, specifies Machine Learning techniques, and explores various aspects of reinforcement learning, approaching the latest concepts in a didactic and illustrated manner. It is aimed at students who want to be part of technological advances and professors engaged in the development of innovative applications, helping with academic and industrial challenges. Some main libraries and frameworks are available for implementing RL algorithms, such as TensorFlow, Keras, and OpenAI Gym. Some useful data sources for conducting your RL experiments are also discussed. Practice with commented Python code.
Genre: Non-Fiction > Tech & Devices
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