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強化学習の認定(アドバンス) (Advanced)

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Overview

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Learning outcomes

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Course content

1

強化学習概念の復習

2

マルコフ決定過程と方策評価

3

価値関数とベルマン方程式

4

モデルフリーアルゴリズム入門

5

Q学習とsarsaの実装

6

深層qネットワーク(Dqn)の構築

7

方策勾配法とreinforce

8

アクター・クリティック手法の応用

9

近似方策最適化(Ppo)実践

10

探索戦略とエクスプロイトバランス

11

マルチエージェント強化学習

12

オフポリシー学習と重要度サンプリング

13

メタ強化学習と転移学習

14

安全性とリスク感度の設計

15

逆強化学習と模倣学習

16

連続制御問題とddpg

17

環境シミュレーションとデータ生成

18

ハイパーパラメータ最適化手法

19

実世界ロボティクスへの適用

20

最新研究トピックと将来展望

Career Path

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Key facts

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Why this course

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We offer immediate access to our course materials through our open enrollment system. This means:

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  • Instant access to all course materials upon payment
  • Flexibility to begin at your convenience

This self-paced approach allows you to begin your professional development journey immediately, fitting your learning around your existing commitments.

We offer two flexible learning paths to suit your schedule:

  • Fast Track: Complete in 1 month with 3-4 hours of study per week
  • Standard Mode: Complete in 2 months with 2-3 hours of study per week

You can progress at your own pace and access the materials 24/7.

There are no formal entry requirements for this course. You just need:

  • A good command of English language
  • Access to a computer/laptop with internet
  • Basic computer skills
  • Dedication to complete the course
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Assessment is done through:

  • Multiple-choice questions at the end of each unit
  • You need to score at least 60% to pass each unit
  • You can retake quizzes if needed
  • All assessments are online

Upon successful completion, you will receive:

  • A digital certificate from London School of Business and Administration
  • Option to request a physical certificate
  • Transcript of completed units
  • Certification is included in the course fee
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Why people choose us for their career

Trusted by professionals worldwide

Verified outcomes from learners who finished the course and put it to work.

4.5
Based on 4 learner reviews · 4 countries
98%
Would recommend
100%
Verified learners
2026
Cohort active
Completed from United States
MC
Michael Carter
US · Course completed

I recently completed the 強化学習の認定(アドバンス) course at Stanmore School of Business, and I must say it was an incredible experience! The course content was highly relevant and helped me achieve my learning goals. I gained practical knowledge on how to apply advanced reinforcement learning techniques to real-world problems. The course materials were of high quality, and the instructors were very supportive. I'm extremely satisfied with the course and would highly recommend it to anyone looking to advance their skills in this field.

LS
Leandro Silva
BR · Course completed

I took the 強化学習の認定(アドバンス) course at Stanmore School of Business, and it was a great learning experience. The course covered a wide range of topics, from the basics of reinforcement learning to more advanced techniques like deep learning and exploration-exploitation trade-offs. I appreciated the practical examples and case studies, which helped me understand the concepts better. The course materials were well-organized, and the instructors were knowledgeable. My only suggestion would be to add more hands-on exercises and projects to reinforce the learning. Overall, I'm happy with the course and would recommend it to others.

AH
Amira Hassan
EG · Course completed

Wow, just wow! The 強化学習の認定(アドバンス) course at Stanmore School of Business exceeded my expectations in every way! The course content was engaging, informative, and perfectly paced. I loved the way the instructors explained complex concepts in a simple and intuitive way. The course materials were top-notch, with plenty of examples, illustrations, and references to additional resources. I gained a deep understanding of advanced reinforcement learning techniques and how to apply them to real-world problems. I'm so grateful to have taken this course, and I'm already seeing the benefits in my work. Thank you, Stanmore School of Business, for an amazing learning experience!

KN
Kaito Nakamura
JP · Course completed

I enrolled in the 強化学習の認定(アドバンス) course at Stanmore School of Business with a specific goal in mind: to improve my skills in reinforcement learning and apply them to my research project. The course helped me achieve this goal, and I'm satisfied with the outcome. The course content was detailed and comprehensive, covering both theoretical and practical aspects of reinforcement learning. I appreciated the emphasis on hands-on learning, with plenty of exercises and quizzes to reinforce the concepts. The instructors were knowledgeable and responsive to questions. One area for improvement could be to provide more feedback on assignments and projects. Overall, I'm happy with the course and would recommend it to others looking to advance their skills in this field.





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Recently updated!

May 2026