À propos de ce Spécialisation

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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.
Certificat partageable
Obtenez un Certificat lorsque vous terminez
Cours en ligne à 100 %
Commencez dès maintenant et apprenez aux horaires qui vous conviennent.
Planning flexible
Définissez et respectez des dates limites flexibles.
Niveau intermédiaire
Approx. 5 mois pour terminer
5 heures/semaine recommandées
Anglais
Certificat partageable
Obtenez un Certificat lorsque vous terminez
Cours en ligne à 100 %
Commencez dès maintenant et apprenez aux horaires qui vous conviennent.
Planning flexible
Définissez et respectez des dates limites flexibles.
Niveau intermédiaire
Approx. 5 mois pour terminer
5 heures/semaine recommandées
Anglais

Cette Spécialisation compte 4 cours

Cours1

Cours 1

Fundamentals of Reinforcement Learning

4.8
étoiles
1,568 évaluations
397 avis
Cours2

Cours 2

Sample-based Learning Methods

4.8
étoiles
763 évaluations
157 avis
Cours3

Cours 3

Prediction and Control with Function Approximation

4.8
étoiles
498 évaluations
88 avis
Cours4

Cours 4

A Complete Reinforcement Learning System (Capstone)

4.7
étoiles
377 évaluations
78 avis

Offert par

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Université de l'Alberta

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Alberta Machine Intelligence Institute

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