[图书][B] Practical reinforcement learning: Develop self-evolving, intelligent agents with OpenAI Gym, Python and Java

ESMF Akhtar - 2017 - dl.acm.org
Master different reinforcement learning techniques and their practical implementation using
OpenAI Gym, Python and JavaAbout This Book Take your machine learning skills to the next …

Introduction to Reinforcement Learning: The Intelligence Behind the AI Agent

M Sewak, M Sewak - Deep Reinforcement Learning: Frontiers of Artificial …, 2019 - Springer
In this chapter, we will discuss what is Reinforcement Learning and its relationship with
Artificial Intelligence. We would then try to go deeper to understand the basic building blocks …

[PDF][PDF] State-of-the-art reinforcement learning algorithms

D Mehta - International Journal of Engineering Research and …, 2020 - academia.edu
This research paper brings together many different aspects of the current research on
several fields associated to Reinforcement Learning which has been growing rapidly …

Taxonomy of reinforcement learning algorithms

H Zhang, T Yu - Deep reinforcement learning: Fundamentals, research …, 2020 - Springer
In this chapter, we introduce and summarize the taxonomy and categories for reinforcement
learning (RL) algorithms. Figure 3.1 presents an overview of the typical and popular …

[图书][B] Hands-on reinforcement learning with Python: master reinforcement and deep reinforcement learning using OpenAI gym and tensorFlow

S Ravichandiran - 2018 - books.google.com
A hands-on guide enriched with examples to master deep reinforcement learning algorithms
with Python Key Features Your entry point into the world of artificial intelligence using the …

[图书][B] Python reinforcement learning: solve complex real-world problems by mastering reinforcement learning algorithms using OpenAI Gym and TensorFlow

S Ravichandiran, S Saito, R Shanmugamani… - 2019 - books.google.com
Apply modern reinforcement learning and deep reinforcement learning methods using
Python and its powerful libraries Key FeaturesYour entry point into the world of artificial …

[图书][B] Applied Reinforcement Learning with Python: With OpenAI Gym, Tensorflow, and Keras

T Beysolow II - 2019 - books.google.com
Delve into the world of reinforcement learning algorithms and apply them to different use-
cases via Python. This book covers important topics such as policy gradients and Q learning …

[图书][B] Hands-on reinforcement learning for games: implementing self-learning agents in games using artificial intelligence techniques

M Lanham - 2020 - books.google.com
Explore reinforcement learning (RL) techniques to build cutting-edge games using Python
libraries such as PyTorch, OpenAI Gym, and TensorFlow Key FeaturesGet to grips with the …

[PDF][PDF] A concise introduction to reinforcement learning

A Hammoudeh - Princess Suamaya University for Technology …, 2018 - researchgate.net
This paper aims to introduce, review, and summarize several works and research papers on
Reinforcement Learning. Reinforcement learning is an area of Artificial Intelligence; it has …

[图书][B] Reinforcement Learning Algorithms with Python: Learn, understand, and develop smart algorithms for addressing AI challenges

A Lonza - 2019 - books.google.com
Develop self-learning algorithms and agents using TensorFlow and other Python tools,
frameworks, and libraries Key FeaturesLearn, develop, and deploy advanced reinforcement …