ML/AI - Solve problem using Value Iteration
Have you ever thought about understanding the basic concepts of Machine Learning & AI by doing some simple hands-on activities. In this course, we will focus on solving problem using Value Iteration.
Course curriculum
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Overview
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Prerequisites
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Notebook to download
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Introduction
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Good actions
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Necessary Imports
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Create State function
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Repeat update Value
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Value for each action
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Update state function
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Print state function
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Build up policy
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Visualize episode
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Recap
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Get score
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Challenge problem
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OpenAI Gym methods
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Challenge problem
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Challenge answer
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Congratulations on completing this course!
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About this course
- $295.00
- 20 lessons
- 0.5 hours of video content
What others are saying about this course
very good
Thurston Bandala
challenge question was initially quite challenging which is really good!
challenge question was initially quite challenging which is really good!
Read LessI really liked this course!
Bao Nguyen
I liked this course because everything around value iteration, policy and applied formulas are well explained. I also liked that I could tinker with the conc...
Read MoreI liked this course because everything around value iteration, policy and applied formulas are well explained. I also liked that I could tinker with the concepts myself through a nice challenge problem.
Read LessGood explanations
John Lim
Review of ML/AI - Solve Problem using Value Iteration
Stanley Wang
Overall, I think the instructor did a great job giving a complete overview and summary of the module, however, I do feel like some aspects were sometimes ski...
Read MoreOverall, I think the instructor did a great job giving a complete overview and summary of the module, however, I do feel like some aspects were sometimes skimmed over more than I'd have liked. Maybe more time could have been spent on his personal notes, and a step-by-step through the code. Also having a short section on how the challenge problem could be completed would have been great.
Read LessWas struggling to understand Value interaction
Aidan Chan
Although the theory of using value iteration makes sense, I was struggling how to use a different approach to update the policy. Having examples of how to ap...
Read MoreAlthough the theory of using value iteration makes sense, I was struggling how to use a different approach to update the policy. Having examples of how to apply would benefit
Read Less