41 Best Resources to learn Reinforcement Learning(YouTube, Books, Courses, & Tutorials)

Are you looking for the Best Resources to learn Reinforcement Learning?… If yes, you are in the right place. In this article, I have listed all the best resources to learn Reinforcement Learning including Online Courses, Tutorials, Books, and YouTube Videos.

So, give a few minutes and find the best resources to learn Reinforcement Learning. You can bookmark this article so that you can refer to this article later.

Now without any further ado, let’s get started-

Best Resources to learn Reinforcement Learning

For your convenience, I have created separate tables for each resource. So let’s start with online courses-

Note- If you are reading this article on Mobile, Please slide left for Full Table.

Best Courses to learn Reinforcement Learning

S/N	Course Name	Rating	Time to Complete
1.	Become a Deep Reinforcement Learning Expert– Udacity	4.6/5	4 months (If you spend 10 hours per week)
2.	Reinforcement Learning– Udacity FREE Course	NA	4 months
3.	Reinforcement Learning beginner to master – AI in Python– Udemy	4.8/5	10.5 hours
4.	Deep Learning and Reinforcement Learning– Coursera	4.7/5	14 hours
5.	AWS Machine Learning Foundations Course– Udacity FREE Course	NA	2 months
6.	Tensorflow 2.0: Deep Learning and Artificial Intelligence– Udemy	4.7/5	21 hours
7.	Machine Learning for Trading Specialization– Coursera	3.9/5	3 months ( If you spend 4 hours per week)
8.	AWS DeepRacer– Udacity FREE Course	NA	2 weeks
9.	Practical AI with Python and Reinforcement Learning– Udemy	4.8/5	26.5 hours
10.	Deep Reinforcement Learning 2.0– Udemy	4.5/5	9.5 hours

Best Books to learn Reinforcement Learning

S/N	Book Name	Author	Book LInk
1.	Reinforcement Learning, second edition: An Introduction (Adaptive Computation and Machine Learning series)	Richard S. Sutton, Andrew G. Barto	Buy on Amazon
2.	Reinforcement Learning: Industrial Applications of Intelligent Agents	Phil Winder Ph. D.	Buy on Amazon
3.	Hands-On Reinforcement Learning for Games	Micheal Lanham	Buy on Amazon
4.	Deep Reinforcement Learning with Python	Sudharsan Ravichandiran	Buy on Amazon
5.	Deep Reinforcement Learning Hands-On	Maxim Lapan	Buy on Amazon
6.	Deep Reinforcement Learning: Fundamentals, Research, and Applications	Hao Dong, Zihan Ding, Shanghang Zhang	Buy on Amazon
7.	Grokking Deep Reinforcement Learning	Miguel Morales	Buy on Amazon
8.	Reinforcement Learning: An Introduction	Richard S. Sutton, Andrew G. Barto	Buy on Amazon
9.	Foundations of Deep Reinforcement Learning: Theory and Practice in Python	Laura Graesser, Wah Loon Keng	Buy on Amazon
10.	Reinforcement Learning and Optimal Control	Dimitri Bertsekas	Buy on Amazon

Best Reinforcement Learning Tutorials

S/N	Tutorial Name	Provider
1.	Reinforcement Learning Tutorial	javaTpoint
2.	What is Reinforcement Learning	Simplilearn
3.	Reinforcement Learning Tutorial Part 1: Q-Learning	Valohai
4.	Reinforcement Learning	Guru99
5.	Reinforcement Q-Learning from Scratch in Python	Learndatasci
6.	REINFORCEMENT LEARNING (DQN) TUTORIAL	PyTorch.org
7.	Reinforcement learning	GeeksforGeeks
8.	Reinforcement Learning Onramp	Mathworks
9.	Reinforcement Learning w/ Python Tutorial	PythonProgramming
10.	Introduction to RL and Deep Q Networks	Tensorflow.org

Best Youtube Channels to learn Reinforcement Learning

S/N	Tutorial Name	Channel Name
1.	Reinforcement Learning Course	freeCodeCamp.org
2.	Reinforcement Learning Tutorial	Edureka
3.	Stanford CS234: Reinforcement Learning	Stanford Online
4.	Reinforcement Learning	deeplizard
5.	Reinforcement Learning	Sentdex
6.	Deep Reinforcement Learning Tutorial for Python in 20 Minutes	Nicholas Renotte
7.	Reinforcement Learning in 3 Hours	Nicholas Renotte
8.	Reinforcement Learning Tutorial	Great Learning
9.	What Is Reinforcement Machine Learning?	Krish Naik
10.	Introduction to Reinforcement Learning	DeepMind
11.	Reinforcement Learning Full Course	Simplilearn

And here the list ends. I hope these resources will help you to learn and master Reinforcement Learning. I would suggest you bookmark this article for future referrals.

Now it’s time to wrap up.

Conclusion

In this article, I tried to cover all the Best Resources to Learn Reinforcement Learning from online courses to YouTube videos. If you have any doubts or questions, feel free to ask me in the comment section.

All the Best!

Enjoy Learning!

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Though of the Day…

‘ Anyone who stops learning is old, whether at twenty or eighty. Anyone who keeps learning stays young.

– Henry Ford