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05-10-2022, 01:47 PM
[Only registered and activated users can see links] Learning Algorithms: Analysis and Applications by Boris Belousov
English | PDF | 2021 | 197 Pages | ISBN : 3030411877 | 9.9 MB

This book reviews research developments in diverse areas of reinforcement learning such as model-free actor-critic methods, model-based learning and control, information geometry of policy searches, reward design, and exploration in biology and the behavioral sciences. Special emphasis is placed on advanced ideas, algorithms, methods, and applications.
The contributed papers gathered here grew out of a lecture course on reinforcement learning held by Prof. Jan Peters in the winter semester 2018/2019 at Technische Universit?t Darmstadt.

The book is intended for reinforcement learning students and researchers with a firm grasp of linear algebra, statistics, and optimization. Nevertheless, all key concepts are introduced in each chapter, making the content self-contained and accessible to a broader audience. Please Please :( We Are Here For You And Without You And Your Support We Can't Continue
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