10 Best Reinforcement Learning Courses and Certifications Online

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Close up iPhone showing Udemy application and laptop with notebookThere are thousands of online courses and classes that will help you improve your Reinforcement Learning skills and earn your Reinforcement Learning certificate.

In this post, our specialists have actually assembled a curated list of the 10 Best of the Best Reinforcement Learning courses, tutorials, training programs, classes and certifications that are offered online right now.

We have included only those courses that satisfy our high-quality requirements. We have actually put a lot of time and effort into collecting these all for you. These courses are suitable for all levels, beginners, intermediate students, and experts.

Here’s a look at these courses and what they have to offer for you!

10 Best Reinforcement Learning Courses and Certifications Online

1. Artificial Intelligence: Reinforcement Learning in Python by “Lazy Programmer Team, Lazy Programmer Inc.” Udemy Course Our Best Pick

“Complete guide to Reinforcement Learning, with Stock Trading and Online Advertising Applications”

As of right now, more than 42522+ people have enrolled in this course and there are over 9198+ reviews.

Course Content
Welcome
Return of the Multi-Armed Bandit
High Level Overview of Reinforcement Learning
Markov Decision Proccesses
Dynamic Programming
Monte Carlo
Temporal Difference Learning
Approximation Methods
Interlude: Common Beginner Questions
Stock Trading Project with Reinforcement Learning
Setting Up Your Environment (FAQ by Student Request)
Extra Help With Python Coding for Beginners (FAQ by Student Request)
Effective Learning Strategies for Machine Learning (FAQ by Student Request)
Appendix / FAQ Finale

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2. Advanced AI: Deep Reinforcement Learning in Python by “Lazy Programmer Team, Lazy Programmer Inc.” Udemy Course

The Complete Guide to Mastering Artificial Intelligence using Deep Learning and Neural Networks

As of right now, more than 35250+ people have enrolled in this course and there are over 4567+ reviews.

Course Content
Introduction and Logistics
The Basics of Reinforcement Learning
OpenAI Gym and Basic Reinforcement Learning Techniques
TD Lambda
Policy Gradients
Deep Q-Learning
A3C
Theano and Tensorflow Basics Review
Setting Up Your Environment (FAQ by Student Request)
Extra Help With Python Coding for Beginners (FAQ by Student Request)
Effective Learning Strategies for Machine Learning (FAQ by Student Request)
Appendix / FAQ Finale

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3. Cutting-Edge AI: Deep Reinforcement Learning in Python by Lazy Programmer Inc. Udemy Course

“Apply deep learning to artificial intelligence and reinforcement learning using evolution strategies, A2C, and DDPG”

As of right now, more than 25646+ people have enrolled in this course and there are over 1475+ reviews.

Course Content
Welcome
Review of Fundamental Reinforcement Learning Concepts
A2C (Advantage Actor-Critic)
DDPG (Deep Deterministic Policy Gradient)
ES (Evolution Strategies)
Setting Up Your Environment (FAQ by Student Request)
Extra Help With Python Coding for Beginners (FAQ by Student Request)
Effective Learning Strategies for Machine Learning (FAQ by Student Request)
Appendix / FAQ Finale

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4. Practical Reinforcement Learning using Python – 8 AI Agents by The A.I. Whisperer Udemy Course

“Use Cutting-Edge Reinforcement Learning algorithms in Environments like Flappy Bird, Mario, Stocks and Much More!!”

As of right now, more than 25403+ people have enrolled in this course and there are over 240+ reviews.

Course Content
Introduction
SpaceInvaders Agent
Autonomous Taxi Agent
Flappy Bird Reinforcement Learning Agent
Mario Reinforcement Learning Agent
Stocks Reinforcement Learning Agents
Car Reinforcement Learning Agents
Code for Course

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5. Deep Reinforcement Learning: Hands-on AI Tutorial in Python by Mehdi Mohammadi Udemy Course

Develop Artificial Intelligence Applications using Reinforcement Learning in Python.

As of right now, more than 16382+ people have enrolled in this course and there are over 202+ reviews.

Course Content
Introduction
Jump into Reinforcement Learning
RL Algorithms
Hands-on Project 1 – Maze Problem
Hands-on Project 2 – Stock Trading
Summary

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6. Deep Reinforcement Learning 2.0 by “Hadelin de Ponteves, Ligency I Team, Ligency Team” Udemy Course

“The smartest combination of Deep Q-Learning, Policy Gradient, Actor Critic, and DDPG”

As of right now, more than 8582+ people have enrolled in this course and there are over 1004+ reviews.

Course Content
Part 1 – Fundamentals
Part 2 – Twin Delayed DDPG Theory
Part 3 – Twin Delayed DDPG Implementation
The Final Demo!
Annex 1 – Artificial Neural Networks
Annex 2 – Q-Learning
Annex 3 – Deep Q-Learning
Bonus Lectures

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7. Reinforcement Learning with Pytorch by Atamai AI Team Udemy Course

“Learn to apply Reinforcement Learning and Artificial Intelligence algorithms using Python, Pytorch and OpenAI Gym”

As of right now, more than 2514+ people have enrolled in this course and there are over 379+ reviews.

Course Content
Welcome to the course
Introduction
Tabular methods
Scaling up
DQN
DQN Improvements
DQN with video output
Final notes

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8. Modern Reinforcement Learning: Actor-Critic Algorithms by Phil Tabor Udemy Course

How to Implement Cutting Edge Artificial Intelligence Research Papers in the Open AI Gym Using the PyTorch Framework

As of right now, more than 2284+ people have enrolled in this course and there are over 352+ reviews.

Course Content
Introduction
Fundamentals of Reinforcement Learning
Landing on the Moon with Policy Gradients & Actor Critic Methods
Deep Deterministic Policy Gradients (DDPG): Actor Critic with Continuous Actions
Twin Delayed Deep Deterministic Policy Gradients (TD3)
Soft Actor Critic

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9. Reinforcement Learning beginner to master – AI in Python by Escape Velocity Labs Udemy Course

“Build Artificial Intelligence (AI) agents using Deep Reinforcement Learning and PyTorch: A2C, REINFORCE, DQN, etc.”

As of right now, more than 2155+ people have enrolled in this course and there are over 267+ reviews.

Course Content
Welcome module
The Markov decision process (MDP)
Dynamic Programming
Monte Carlo methods
Temporal difference methods
N-step bootstrapping
Continuous state spaces
Brief introduction to neural networks
Deep SARSA
Deep Q-Learning
REINFORCE
Advantage Actor-Critic (A2C)
Outro

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10. Reinforcement Learning: AI Flight with Unity ML-Agents by Adam Kelly Immersive Limit Udemy Course

Teach airplanes to fly with Unity’s Reinforcement Learning platform

As of right now, more than 892+ people have enrolled in this course and there are over 211+ reviews.

Course Content
COURSE UPDATES
[v0.11] Unity ML-Agents – Introduction & Setup
[v1.0] Unity ML-Agents – Introduction & Setup
[v1.0 & v0.11] Asset Creation in Blender
[v0.11] Project Setup & ML-Agents Installation
[v1.0] Project Setup & ML-Agents Installation
[v1.0 & v0.11] Desert Race Path Creation
[v0.11] Aircraft Area
[v1.0] Aircraft Area
[v0.11] Aircraft Agent & Aircraft Player
[v1.0] Aircraft Agent & Aircraft Player
[v0.11] Training the Aircraft Agents
[v1.0] Training the Aircraft Agents
[v1.0 & v0.11] Game Logic & Menus

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Here are some frequently asked questions about learning Reinforcement Learning

How Long Does It Take to Learn Reinforcement Learning?

The answer to the question “How long does it ttake to learn Reinforcement Learning” is … it depends. Everyone has different requirements, and everybody is operating in different circumstances, so the answer for someone might be completely different than for somebody else.

Think about these questions: What are you attempting to Learn Reinforcement Learning for? Where is your beginning point? Are you a newbie or do you have experience with Reinforcement Learning? How much can you practice? 1 hour per day? 40 hours weekly? Take a look at this course about Reinforcement Learning.

Is Reinforcement Learning Easy Or Hard to Learn?

No, learning Reinforcement Learning isn’t hard for many people. Check this course on how to Learn Reinforcement Learning in no time!

How to Learn Reinforcement Learning Fast?

The fastest method to Learn Reinforcement Learning is to first get this Reinforcement Learning course, then practice whatever you learn whenever you can. Even if its simply 15 minutes a day of practice. Consistency is crucial.

Where to Learn Reinforcement Learning?

If you want to explore and learn Reinforcement Learning, then Udemy offers you the best platform to learn the Reinforcement Learning. Check this course on how to Learn Reinforcement Learning in no time!