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Avis et commentaires pour d'étudiants pour A Complete Reinforcement Learning System (Capstone) par Université de l'Alberta

4.7
étoiles
553 évaluations
116 avis

À propos du cours

In this final course, you will put together your knowledge from Courses 1, 2 and 3 to implement a complete RL solution to a problem. This capstone will let you see how each component---problem formulation, algorithm selection, parameter selection and representation design---fits together into a complete solution, and how to make appropriate choices when deploying RL in the real world. This project will require you to implement both the environment to stimulate your problem, and a control agent with Neural Network function approximation. In addition, you will conduct a scientific study of your learning system to develop your ability to assess the robustness of RL agents. To use RL in the real world, it is critical to (a) appropriately formalize the problem as an MDP, (b) select appropriate algorithms, (c ) identify what choices in your implementation will have large impacts on performance and (d) validate the expected behaviour of your algorithms. This capstone is valuable for anyone who is planning on using RL to solve real problems. To be successful in this course, you will need to have completed Courses 1, 2, and 3 of this Specialization or the equivalent. By the end of this course, you will be able to: Complete an RL solution to a problem, starting from problem formulation, appropriate algorithm selection and implementation and empirical study into the effectiveness of the solution....

Meilleurs avis

JJ

27 avr. 2020

This is the final chapter. It is one of the easiest and it was fun doing that lunar landing project. This specialisation is the best for a person taking baby steps in the reinforcement learning.

CR

26 févr. 2020

Great course for learning the fundamentals. I liked that it tied into function approximation for deep reinforcement learning. The text book made the fundamental concepts more clear.

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51 - 75 sur 117 Avis pour A Complete Reinforcement Learning System (Capstone)

par Pabel C M

30 avr. 2021

This course was not as heavy as the other three courses, but I found it very valuable. It was great to put everything in action.

par Jose M R F

16 sept. 2020

Short but useful course to learn all the details about the implementation side of the concepts learned along the Specialization.

par Tyler B

2 août 2020

Excellent Course. Completed specialization in 3 weeks, and deeply understood concepts from Sutton & Barto 2nd Ed. Thank you!

par Casey S S

11 févr. 2021

It was a good review, but would have preferred a course which allowed me to design my own agent on my own problem.

par Mathew

7 juin 2020

Very well structured and a great compliment to the Reinforcement Learning (2nd Edition) book by Sutton and Barto.

par Masashi K

16 janv. 2021

It was really a great course! Great thanks to Martha-san and Adam-san for providing it, and I really enjoyed it!

par Gustavo B T S

3 juin 2020

Excellent course!! The first lesson are more theoretical but they build a solid base for the practical ones.

par koji t

17 nov. 2019

This course was the best course for me as a beginner in reinforcement learning.

par Hugo T K

18 août 2020

Thanks for this course. Gives a very solid basis to delve into the subject!

par Roberto M

29 mars 2020

The project is well structured and very helpful to connect all the dots

par Bhargav D P

9 juil. 2020

It was tough. but provides best practice for the prior 3 courses.

par DEEP P

8 juil. 2020

Great learning Experience and really helpful lecturers and staff.

par Guillaume C

14 mai 2020

Great online course with a good mix between theory and practice

par Cheuk L Y

9 juil. 2020

A great showcase of the power of deep reinforcement learning!

par Steve Z

13 juil. 2021

T​hank you so much for creating this specialization! - Steve

par Michael S

6 juin 2020

Great exercise in practical implementation of basic RL.

par charles l

28 janv. 2021

absolutely the best course I ever had on coursera

par Chamani S

30 janv. 2021

Many thank you for this valuable lesson. !!!

par Antonis S

20 juin 2020

Thank you for this wonderful RL journey!

par Yu G

23 janv. 2021

Easy-to-pass, worthwhile taking course.

par 석박통합김한준

27 avr. 2020

Never be replaced! Thank you so much!

par Andrew D G

14 nov. 2019

Excellent course and specialization

par Kai B

25 avr. 2021

Awesome course! Well put together.

par Fintan K

24 nov. 2020

Brilliant Course All Round!

par RICARDO A F S

22 nov. 2020

Let's go to the moon!