Applied Reinforcement Learning with Python: With OpenAI Gym, Tensorflow, and Keras

© Taweh Beysolow II 2019

T. Beysolow IIApplied Reinforcement Learning with Pythonhttps://doi.org/10.1007/978-1-4842-5127-0_2

2. Reinforcement Learning Algorithms

Taweh Beysolow II¹ 

(1)

San Francisco, CA, USA

 

Readers should be aware that we will be utilizing various Deep Learning and Reinforcement Learning methods in this book. However, being that our focus will shift to discussing implementation and how these algorithms work in production settings, we must spend some time covering the algorithms themselves more granularly. As such, the focus of this chapter will be to walk the reader through several examples of Reinforcement Learning algorithms that are commonly applied and showing them in the context of utilizing OpenAI gym with different problems. ...