Reinforcement Learning Specialization
Master reinforcement learning concepts and implement AI solutions for real-world problems. Learn from University of Alberta experts.
Master reinforcement learning concepts and implement AI solutions for real-world problems. Learn from University of Alberta experts.
This comprehensive specialization teaches you the foundations of modern probabilistic artificial intelligence through reinforcement learning. Across four courses, you'll learn to build complete RL solutions for sequential decision-making problems. The program covers essential algorithms including Temporal-Difference learning, Monte Carlo, Sarsa, Q-learning, and Policy Gradients. You'll gain practical experience through programming assignments and learn to apply these techniques to real-world applications in game development, customer interaction, smart assistants, and industrial control systems.
4.8
(3,280 ratings)
56,593 already enrolled
English
বাংলা, پښتو, اردو, 2 more
Powered by
What you'll learn
Build complete reinforcement learning systems for sequential decision making
Master various RL algorithms including TD learning, Monte Carlo, and Q-learning
Implement neural network function approximation for RL problems
Understand how to formalize tasks as reinforcement learning problems
Apply RL solutions to real-world applications and industrial problems
Develop expertise in policy gradient methods and actor-critic architectures
Skills you'll gain
This course includes:
80 Hours PreRecorded video
Programming assignments, Quizzes, Capstone Project
Access on Mobile
FullTime access
Shareable certificate
Closed caption
Get a Completion Certificate
Share your certificate with prospective employers and your professional network on LinkedIn.
Created by
Provided by
Top companies offer this course to their employees
Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.
There are 4 courses in this program
Valuation for Startups Using Discounted Cash Flows Approach
Course 1 · 8 Hours to complete · 4 modules
International Entertainment and Sports Marketing
Course 2 · 11 Hours to complete · 3 modules
AWS: Application Integration and Networking
Course 3 · 5 Hours to complete · 2 modules
AWS: Security, Governance, and Compliance
Course 4 · 4 Hours to complete · 2 modules
Fee Structure
Payment options
Financial Aid
Testimonials
Testimonials and success stories are a testament to the quality of this program and its impact on your career and learning journey. Be the first to help others make an informed decision by sharing your review of the course.
Frequently asked questions
Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.