Reinforcement Learning Courses and Certifications

University of Alberta;  Alberta Machine Intelligence Institute

Fundamentals of Reinforcement Learning

25 ratings

Reinforcement Learning is a subfield of Machine Learning, but is also a general purpose formalism for automated decision-making and AI. This course introduces you to statistical learning techniques where an agent explicitly takes actions and interacts wi…

• Coursera
• 15 hours 9 minutes
• Self-Paced
• Paid Course

• Best of All Time

Reinforcement Learning with Gymnasium in Python

Start your reinforcement learning journey! Learn how agents can learn to solve environments through interactions.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Reinforcement Learning in Python

Master the fundamentals of reinforcement learning (RL) to create models that can navigate complex real-world environments and train LLMs.

• DataCamp
• 12 hours
• Self-Paced
• Free Trial Available

Reinforcement Learning from Human Feedback (RLHF)

Learn how to make GenAI models truly reflect human values while gaining hands-on experience with advanced LLMs.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Credential

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
• Self-Paced
• Free Certificate
• 4 courses

Credential

Reinforcement Learning

3585 ratings at Coursera

Explore adaptive learning systems and AI through Reinforcement Learning. Gain practical skills to implement RL solutions for real-world problems, from game development to industrial control.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

University of Alberta;  Alberta Machine Intelligence Institute

A Complete Reinforcement Learning System (Capstone)

27 ratings

Implement a complete reinforcement learning solution, from problem formulation to empirical study, developing skills to deploy RL in real-world scenarios.

• Coursera
• 15 hours 45 minutes
• Self-Paced
• Paid Course

Decision Making and Reinforcement Learning

24 ratings at Coursera

Explore sequential decision-making and reinforcement learning, covering utility theory, bandit problems, MDPs, POMDPs, Monte Carlo methods, and temporal difference learning. Gain practical skills through algorithms and examples.

• Coursera
• 1 day 23 hours 9 minutes
• Self-Paced
• Paid Course

New York Institute of Finance;  Google Cloud

Reinforcement Learning for Trading Strategies

249 ratings at Coursera

Explore reinforcement learning for trading strategies, covering neural networks, LSTMs, and AutoML. Learn to build RL-based trading systems and optimize portfolios using advanced machine learning techniques.

• Coursera
• 12 hours 16 minutes
• Self-Paced
• Paid Course

Reinforcement Learning beginner to master - AI in Python

1602 ratings at Udemy

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

• Udemy
• 10 hours 47 minutes
• Self-Paced
• Paid Course

Reinforcement Learning

This MOOC teaches the basics in reinforcement learning. It provides participants with a solid mathematical basis to study new methods from reinforcement learning research and put them into practice.

• edX
• 8 weeks, 2-3 hours/week
• Self-Paced
• Free Online Course (Audit)

MathWorks

Reinforcement Learning

Explore reinforcement learning fundamentals, neural networks for function representation, and how agents use environmental rewards to train systems for complex control problems.

• Coursera
• 2 hours 14 minutes
• Self-Paced
• Paid Course

Stanford CS234 - Reinforcement Learning - Spring 2024

Master reinforcement learning fundamentals through Stanford's comprehensive program covering MDP planning, policy evaluation, Q-learning, exploration strategies, and deep RL applications.

• YouTube
• 20 hours 11 minutes
• Self-Paced
• Free Video

Modern Reinforcement Learning: Actor-Critic Agents

530 ratings at Udemy

Implement Cutting Edge Artificial Intelligence Research Papers in the Open AI Gym Using the PyTorch & Tensorflow2

• Udemy
• 10 hours 22 minutes
• Self-Paced
• Paid Course

Nicholas Renotte

Reinforcement Learning with Python

Master reinforcement learning fundamentals and build AI agents that play games and trade stocks using Python, OpenAI Gym, and deep learning techniques.

• YouTube
• 6 hours 9 minutes
• Self-Paced
• Free Video