About this Specialization

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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 adaptive learning systems. Learn how Reinforcement Learning (RL) solutions help solve real-world problems through trial-and-error interaction by implementing a complete RL solution from beginning to end. By the end of this Specialization, learners will understand the foundations of much of modern probabilistic artificial intelligence (AI) and be prepared to take more advanced courses or to apply AI tools and ideas to real-world problems. This content will focus on “small-scale” problems in order to understand the foundations of Reinforcement Learning, as taught by world-renowned experts at the University of Alberta, Faculty of Science. The tools learned in this Specialization can be applied to game development (AI), customer interaction (how a website interacts with customers), smart assistants, recommender systems, supply chain, industrial control, finance, oil & gas pipelines, industrial control systems, and more.
Shareable Certificate
Earn a Certificate upon completion
100% online courses
Start instantly and learn at your own schedule.
Flexible Schedule
Set and maintain flexible deadlines.
Intermediate Level
Approx. 5 months to complete
Suggested 5 hours/week
English
Shareable Certificate
Earn a Certificate upon completion
100% online courses
Start instantly and learn at your own schedule.
Flexible Schedule
Set and maintain flexible deadlines.
Intermediate Level
Approx. 5 months to complete
Suggested 5 hours/week
English

There are 4 Courses in this Specialization

Course1

Course 1

Fundamentals of Reinforcement Learning

4.8
stars
1,484 ratings
375 reviews
Course2

Course 2

Sample-based Learning Methods

4.7
stars
726 ratings
152 reviews
Course3

Course 3

Prediction and Control with Function Approximation

4.8
stars
470 ratings
81 reviews
Course4

Course 4

A Complete Reinforcement Learning System (Capstone)

4.7
stars
354 ratings
73 reviews

Offered by

Placeholder

University of Alberta

Placeholder

Alberta Machine Intelligence Institute

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