Postgraduate Certificate in Reinforcement Learning Algorithms

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Overview

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Learning outcomes

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Course content

1

Advanced Reinforcement Learning Algorithms

2

Deep Reinforcement Learning

3

Model-based Reinforcement Learning

4

Policy Gradient Methods

5

Q-Learning and SARSA

6

Multi-agent Reinforcement Learning

7

Exploration and Exploitation in RL

8

Temporal Difference Methods

9

Actor-Critic Algorithms

10

Transfer Learning in RL

11

Introduction to Reinforcement Learning Algorithms

12

Markov Decision Processes

13

Exploration and Exploitation in Reinforcement Learning

14

Policy Gradient Methods

15

Q-Learning and Deep Q Networks

16

Multi-Armed Bandits

17

Temporal Difference Learning

18

Function Approximation in Reinforcement Learning

19

Model-Based Reinforcement Learning

20

Off-Policy Learning

Duration

The programme is available in two duration modes:
Fast track - 1 month
Standard mode - 2 months

Course fee

The fee for the programme is as follows:
Fast track - 1 month: GBP £149
Standard mode - 2 months: GBP £99

Career Path

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Key facts

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Why this course

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Frequently asked questions

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Student Reviews

Alex Thompson
US

I recently completed the Postgraduate Certificate in Reinforcement Learning Algorithms at Stanmore School of Business, and I couldn't be happier with my experience. The course content was engaging, relevant, and directly helped me achieve my learning goals. I gained practical skills in various reinforcement learning techniques such as Q-learning and policy gradients, which I can now apply in my current role as a machine learning engineer. The course materials were high-quality, and the assignments were well-designed, providing me with hands-on experience in implementing and applying these algorithms. Overall, I'm extremely satisfied with the course and the knowledge I gained.

Clara Patel
GB

As a UK-based data scientist, I found the Postgraduate Certificate in Reinforcement Learning Algorithms at Stanmore School of Business to be an exceptional addition to my skillset. The course content was well-structured, and the lecturers were knowledgeable and encouraging. I particularly appreciated the focus on real-world applications of reinforcement learning algorithms, which helped me grasp the practical implications of the theory. I'm now better equipped to tackle complex problems and make informed decisions in my work. The course materials were relevant and up-to-date, and the assignments were thought-provoking and challenging. I wholeheartedly recommend this course to anyone looking to expand their knowledge in reinforcement learning algorithms.

Hiroshi Nakamura
JP

I enrolled in the Postgraduate Certificate in Reinforcement Learning Algorithms at Stanmore School of Business to enhance my understanding of artificial intelligence techniques. The course did not disappoint. The lecturers were experienced and approachable, and the course content was a great balance between theoretical knowledge and practical applications. I especially appreciated the in-depth coverage of topics such as temporal difference learning and Monte Carlo methods. The course materials were clear and concise, making it easy for me to follow along. Although the course was challenging, I'm glad I took it, as it provided me with a strong foundation in reinforcement learning algorithms.

Liam O'Sullivan
IE

Just finished the Postgraduate Certificate in Reinforcement Learning Algorithms at Stanmore School of Business, and I'm absolutely chuffed with the outcome! The course was a fantastic blend of academic rigour and practical relevance. I gained hands-on experience with various reinforcement learning techniques, and I'm now more confident in solving real-world problems using these algorithms. The course materials were top-notch, and the lecturers were engaging and supportive. I'm grateful for the opportunity to expand my knowledge in this area, and I highly recommend this course to anyone interested in mastering reinforcement learning algorithms.

Advanced course covering reinforcement learning algorithms, focusing on applications in artificial intelligence. Ideal for professionals seeking expertise in this field.

Showcase your achievement with a professional certificate upon successful course completion.