Apr 27, 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.
Feb 26, 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.
创建者 Narendra G•
Jul 24, 2020
The capstone project was great, it helped gain insights for developing a full RL agent. The RL problem though was a simple one, a more complex problem real-world problem implementation would have made this course perfect.
创建者 Farhad A•
Jun 18, 2020
This course provides an excellent start. It could have been a little better, though by incorporating some more deep neural nets probably and touching on some of the state-of-the-art. Anyhow, I'm glad that I enrolled.
创建者 Wahyu G•
Apr 4, 2020
Not as complex as previous courses in the specialization but gives a nice refresher and lets us see the bigger picture of how the algorithms learned in the previous courses fit and differ. Amazing course!
创建者 Yichen W•
Dec 4, 2019
The comments given by the auto grader is not informative of the errors causing problem, and not sensitive enough to capture problems with action selection steps based on current state.
Jan 13, 2022
It may have been useful to provide less guidance to the students to make sure they develop the required skills. Overall, it was a nice exercise to implement a TD(0) network.
Jun 5, 2020
Project could be better designed and could be made more fun. The first 3 courses were brilliant. I finished the entire capstone in less than 26-hours to save money!
创建者 Matt S H•
Feb 3, 2021
Good project as a capstone. Wish there would have been more work needed from our side of things in terms of coding, but very solid final course for RL.
创建者 Yassine B•
May 15, 2020
Great Course. But, it would be much more fun if the programming assignments were implemented in for instance tensorflow or pytorch!
创建者 Sérgio V C•
Apr 3, 2021
I give 4 stars because this last course is not as good as the previous ones. No real complaints, but it's not as "complete".
创建者 Akinyele O•
Jun 7, 2020
The courses in this specialization are very essential to obtain basic knowledge on reinforcement learning.
创建者 Rafael B•
Oct 28, 2021
My unique (possible) critic is the absence of more industry standard packages
创建者 Oscar R R M•
Sep 1, 2021
Very good exercises and good way to learn about Reinforcement Learning
创建者 Tianpei X•
Aug 15, 2022
good practice of RL in a simulated example
创建者 Antonio P•
Jan 21, 2020
创建者 Oleksii K•
Sep 19, 2020
I wish that this course contained more practical advice.
The video describing the problem and the notebook describing the problem contradict each other in many details.
Also, the name of the course is a bit misleading. Instead of building "A Complete Reinforcement Learning System" and covering all of the building blocks of an RL project, the homeworks were mainly focused on training the agent, very similar to most previous assignments. So it was more about doing the same one thing in more depth rather than doing more different things.
创建者 Stefano P•
Aug 9, 2020
The idea of dedicating a whole course to a practical project was indeed very good. However I think that this idea was not exploited as deeply as it could have been. The project itself is actually a notebook just a little longer than usual. I would have left more to do to students, and maybe they could have used lectures to give more explanations and hints for the practical part, or to do some programming together. Anyway, the course is overall fairly good, and it also introduces some new concepts, like experience replay.
创建者 Naoufel E B•
Feb 16, 2020
I would have expected to do more of the implementation in the capstone project.
It is still quite useful to go through the details of what is implemented by the instructor for us, but not as effective as having to implement more of it ourselves.
创建者 Dustin Z•
May 5, 2021
A good review of the material covered in the specialization. I would have liked to see a more thorough parameter study and deeper coverage of the environment wrapper around the OpenAI lunar lander environment.
创建者 Alireza K•
Mar 18, 2021
Review videos were tiring for people that had watched previous courses!
创建者 Umut Z•
Dec 15, 2019
Could be more detailed in the environment setup
创建者 Manuel V d S•
Nov 7, 2019
Not worth it.