Q-learning Courses and Certifications

Jeff Heaton

Introduction to Q-Learning for Game Play - Lecture 12.2

Explore Q-Learning for game AI: build policy tables, suggest optimal actions, and apply Python techniques for environment-based decision-making in this introduction.

• YouTube
• 24 minutes
• On-Demand
• Free Video

Discover AI

Understanding Q* (Q-star) - From Q-Learning to Maximum Entropy Reinforcement Learning

Delve into the technical foundations of Q* (Q-star), exploring its roots in physics entropy, reinforcement learning principles, and practical applications in machine learning systems.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Yannic Kilcher

Q-Learning: From Basics to Deep Q-Networks

Explore Q-Learning fundamentals, from Markov Decision Processes to Deep Q-Networks, in this comprehensive overview of reinforcement learning concepts and applications.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Edan Meyer

Q Learning Tutorial - Training Loop

Explore the DQN training loop, covering policy implementation, reward calculation, and key steps in reinforcement learning algorithm implementation.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Montreal Robotics

Scaling Deep Q-Learning - Part 2

Delve into the challenges of deep Q-learning, exploring target networks, double Q-learning, and the "deadly triad" problem, with applications in robotics through QT-Opt and PQ-N algorithms.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

Montreal Robotics

Scaling Deep Q-Learning - Part 1

Explore the progression from multi-armed bandits to Q-learning, examining exploration-exploitation challenges, approximate dynamic programming, and efficient policy iteration methods in reinforcement learning.

• YouTube
• 37 minutes
• On-Demand
• Free Video

Code With Aarohi

Learning Agents Using Q-Learning: Theory and Code - Agentic AI Course Lecture 13

Dive into Q-Learning for reinforcement learning with both theoretical foundations and Python implementation. Master learning agents, Q-tables, epsilon-greedy strategies, and code a simple environment from scratch.

• YouTube
• 39 minutes
• On-Demand
• Free Video

Microcredential

Playing Games with Reinforcement Learning

Master reinforcement learning fundamentals by building intelligent agents that autonomously navigate and learn in complex gaming environments.

• CodeSignal
• 5 hours
• On-Demand
• Free Certificate
• 4 courses

Game On: Integrating RL Agents with Environments

Explore agent-environment integration in reinforcement learning, balancing exploration vs. exploitation with ε-greedy strategies while visualizing training performance and policies.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Artificial Intelligence and Machine Learning: In-depth Short Course

You've heard of AI, but do you understand it? Learn AI today: explore algorithms, apply machine learning, solve problems and prepare yourself for the future of work.

• OpenLearning
• 50 hours
• On-Demand
• Paid Course

Advanced AI: Deep Reinforcement Learning in Python

6499 ratings at Udemy

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

• Udemy
• 10 hours 39 minutes
• On-Demand
• Paid Course

Artificial Intelligence for Business + ChatGPT Prize [2026]

4986 ratings at Udemy

Solve Real World Business Problems with AI Solutions implemented in Python. Code templates included.

• Udemy
• 15 hours 8 minutes
• On-Demand
• Paid Course

Advanced Neural Network Techniques

Master advanced neural network architectures including RNNs, Autoencoders, GANs, and Deep Reinforcement Learning through hands-on projects and real-world applications, from mathematical foundations to practical implementation.

• Coursera
• 10 hours 48 minutes
• On-Demand
• Paid Course

AI for Network Engineers

548 ratings at Udemy

AI-Reinforcement learning for creating Python applications to manage networks and systems (Cisco, Juniper, Palo Alto ...

• Udemy
• 1 hour 54 minutes
• On-Demand
• Paid Course

Artificial Intelligence for Simple Games

310 ratings at Udemy

Learn how to use powerful Deep Reinforcement Learning and Artificial Intelligence tools on examples of AI simple games!

• Udemy
• 12 hours 24 minutes
• On-Demand
• Paid Course