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Postgraduate Certificate in Reinforcement Learning Algorithms
Overview
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Learning outcomes
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Course content
Advanced Reinforcement Learning Algorithms
Deep Reinforcement Learning
Model-Based Reinforcement Learning
Policy Gradient Methods
Q-Learning And Sarsa
Multi-Agent Reinforcement Learning
Exploration And Exploitation In Rl
Temporal Difference Methods
Actor-Critic Algorithms
Transfer Learning In Rl
Introduction To Reinforcement Learning Algorithms
Markov Decision Processes
Exploration And Exploitation In Reinforcement Learning
Policy Gradient Methods
Q-Learning And Deep Q Networks
Multi-Armed Bandits
Temporal Difference Learning
Function Approximation In Reinforcement Learning
Model-Based Reinforcement Learning
Off-Policy Learning
Career Path
Key facts
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Why this course
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Frequently asked questions
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Why people choose us for their career
Alex Thompson
USI 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
GBAs 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
JPI 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
IEJust 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.