25 Best Reinforcement Learning Courses Online

Mastering Classic Reinforcement Learning Algorithms

Offered by University of Colorado Boulder

How can an agent learn to make good decisions through repeated interaction with an uncertain environment? This course introduces the mathematical and algorithmic foundations of classical reinforcement learning, with an e...

Reinforcement Learning

Offered by Alberta Machine Intelligence Institute & University of Alberta

The Reinforcement Learning Specialization consists of 4 courses exploring the power of adaptive learning systems and artificial intelligence (AI). Harnessing the full potential of artificial intelligence requires adaptiv...

Foundations of Reinforcement Learning

Offered by University of Colorado Boulder

Reinforcement learning studies how agents learn to make better decisions through interaction with an environment. Agents act, observe consequences, receive feedback, and adapt future behavior. This specialization develop...

Machine Learning and Reinforcement Learning in Finance

Offered by New York University

The main goal of this specialization is to provide the knowledge and practical skills necessary to develop a strong foundation on core paradigms and algorithms of machine learning (ML), with a particular focus on applica...

Artificial Intelligence IV - Reinforcement Learning in Java

This course is about Reinforcement Learning. The first step is to talk about the mathematical background: we can use a Markov Decision Process as a model for reinforcement learning. We can solve the problem 3 ways: value...

Reinforcement Learning (English): Master the Art of RL

Hello and welcome to our course; Reinforcement Learning. Reinforcement Learning is a very exciting and important field of Machine Learning and AI. Some call it the crown jewel of AI.In this course, we will cover all the...

Introduction to Reinforcement Learning (RL)

Unlock the world of Deep Reinforcement Learning (RL) with this comprehensive, hands-on course designed for beginners and enthusiasts eager to master RL techniques in PyTorch. Starting with no prerequisites, we’ll dive in...

Reinforcement Learning beginner to master - AI in Python

This is the most complete Reinforcement Learning course on Udemy. In it you will learn the basics of Reinforcement Learning, one of the three paradigms of modern artificial intelligence. You will implement from scratch a...

Deep Learning and Reinforcement Learning with Tensorflow

Are you short on time to start from scratch to use deep learning to solve complex problems involving topics like neural networks and reinforcement learning? Than this course is for you!This course is designed to help you...

Modern Reinforcement Learning: Deep Q Agents (PyTorch & TF2)

In this complete deep reinforcement learning course you will learn a repeatable framework for reading and implementing deep reinforcement learning research papers. You will read the original papers that introduced the De...

Reinforcement Learning from Human Feedback

Offered by DeepLearning.AI

Large language models (LLMs) are trained on human-generated text, but additional methods are needed to align an LLM with human values and preferences. Reinforcement Learning from Human Feedback (RLHF) is currently the ma...

Deep Reinforcement Learning Hands-On

Offered by Packt

This specialization provides a comprehensive learning path in Deep Reinforcement Learning (RL), designed to equip learners with the necessary skills for practical applications. It begins by exploring foundational concept...

AI skills: Introduction to Unsupervised, Deep and Reinforcement Learning

Offered by Delft University of Technology

Learn the fundamentals and principal AI concepts about clustering, dimensionality reduction, reinforcement learning and deep learning to solve real-life problems.

Playing Games with Reinforcement Learning

Offered by CodeSignal

Learn the fundamentals of reinforcement learning by building a grid-world environment and training a Q-learning agent to navigate it. Explore agent-environment interaction, reward design, and exploration strategies.

Machine Learning: Deep & Reinforcement Learning

Offered by IBM

Get started in Reinforcement and Deep Learning! Explore the theory and practice behind neural networks, build deep learning models, and study modern architectures used in today’s AI applications.

Reinforcement Learning: Qwik Start

Offered by Google Cloud

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will learn and get hands-on practice with the fundamental concepts of Reinforcement Learning.

Data Science Decisions in Time: Using Data Effectively

Offered by Johns Hopkins University

Sequential Decisions builds from math and algorithms that can be understood and used by Coursera Students. This course will start from a consideration of the simplest type of data streams and then gradually advance to mo...

Advanced Methods in Machine Learning Applications

Offered by Johns Hopkins University

The course "Advanced Methods in Machine Learning Applications" delves into sophisticated machine learning techniques, offering learners an in-depth understanding of ensemble learning, regression analysis, unsupervised le...

AI for Executives

Offered by Khalifa University

AI for Executives is a three-course, non-technical program that equips managers to lead AI adoption across the business. You’ll master core concepts and data strategy (Course 1), move to decision-making and integration—N...

Sample-based Learning Methods

Offered by Alberta Machine Intelligence Institute & University of Alberta

In this course, you will learn about several algorithms that can learn near optimal policies based on trial and error interaction with the environment---learning from the agent’s own experience. Learning from actual expe...

AI for Cybersecurity

Offered by Johns Hopkins University

This Specialization is designed for post-graduate students aiming to master AI applications in cybersecurity. Through three comprehensive courses, you will explore advanced techniques for detecting and mitigating various...

Machine Learning for Trading

Offered by Google Cloud & New York Institute of Finance

This 3-course Specialization from Google Cloud and New York Institute of Finance (NYIF) is for finance professionals, including but not limited to hedge fund traders, analysts, day traders, those involved in investment m...

Prediction and Control with Function Approximation

Offered by Alberta Machine Intelligence Institute & University of Alberta

In this course, you will learn how to solve problems with large, high-dimensional, and potentially infinite state spaces. You will see that estimating value functions can be cast as a supervised learning problem---functi...

AI and Content Recommendation

Offered by Saïd Business School, University of Oxford

Build your subject-matter expertise This course is part of the AI in Media specialisation. When you enrol in this course; you'll also be enrolled in this Specialisation. ● Learn new concepts from industry experts ● Gain...

Applied Machine Learning

Offered by Johns Hopkins University

This specialization is intended for post-graduate students seeking to develop practical machine-learning skills applicable across various domains. Through three comprehensive courses, learners will explore core technique...