Intelligent and Evolutionary Systems: The 20th Asia Pacific Symposium, IES 2016, Canberra, Australia, November 2016, Proceedings (Proceedings in Adaptation, Learning and Optimization) Over the last two decades the field of Intelligent Systems delive
# Machine learning algorithms A collection of minimal and clean implementations of machine learning algorithms. ### Why? This project is targeting people who want to learn internals of ml algorithms or implement them from scratch. The code is much e
The topic of this book is Reinforcement Learning—which is a subfield of Machine Learning—focusing on the general and challenging problem of learning optimal behavior in complex environment. The learning process is driven only by reward value and obs
由于DRM签名保护,可能无法转成其他格式 "Deep learning has become an essential necessity to enter the world of artificial intelligence. With this book, deep learning techniques will become more accessible, practical, and relevant to practicing data scientists. It move
We give an overview of recent exciting achievements of deep reinforcement learning (RL). We discuss six core elements, six important mechanisms, and twelve applications. We start with background of machine learning, deep learning and reinforcement le
EPUB格式，包含配套代码。 压缩包里还有Objective-C for Absolute Beginners, 3rd Edition，pdf格式；Programming in Objective-C, 6th Edition，pdf和EPUB格式 What you will learn Explore intelligent agents and learning environments Understand the basics of RL and deep RL Get started
