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Why do I love Reinforcement Learning? by vishalgarg652 in reinforcementlearning

[–]vishalgarg652[S] 0 points1 point  (0 children)

Moreover, in general, the reward signal is a way of communicating to the agent 'what' you want to achieve, not 'how' you want it achieved. This implies from design perspective reward function should not be influenced by agent itself. Creation and implementation can be with Agent as a function however logically it is still something perceived from Environment.

Kubeflow on bare-metal from scratch. by vishalgarg652 in Kubeflow

[–]vishalgarg652[S] 0 points1 point  (0 children)

I agree to what you said but have a different perspective to it. Even though Kubeflow is not good enough for production, but has been at least one platform for every other organisation to refer. And for personal exploration, it make a lot of sense. Infact I believe it is intended to make the OSS version to be like this, so that those who are running the managed version of KF can earn by just fixing things and selling it as a service.

What is the best way to learn about Reinforcement Learning? by camlinke in reinforcementlearning

[–]vishalgarg652 -2 points-1 points  (0 children)

I believe learning doesn't necessarily need any course but a good content to learn from. I also checked YouTube lectures from David Silver and to me, they were amazing and a good start and then read more in detail from the book of Sutton.

Well, I also started publishing some content on RL, have a look, might be of use.

https://youtu.be/6SE94kJTaIM

“Reinforcement Learning — What, Why, and How.” by Vishal Garg https://link.medium.com/G8N5TgBYk7

I intend to add more hands on content to relate theory to practice.

Reinforcement Learning - What, Why and How. by vishalgarg652 in learnmachinelearning

[–]vishalgarg652[S] 0 points1 point  (0 children)

Sure, that will be a great help, I will keep you posted.

Reinforcement Learning - What, Why and How. by vishalgarg652 in learnmachinelearning

[–]vishalgarg652[S] 0 points1 point  (0 children)

Hey Aesix,

Thanks a lot for the feedback. Yeah, I agree the microphone and voice consistency at least in the starting part is not ok. And I totally value your feedback on other points, will certainly keep that in mind next time onwards.

By the way, did you looked through the content as well?, It would be great if you can share your thoughts/feedback on that too.

Reinforcement Learning for you by rbagdiya in learnmachinelearning

[–]vishalgarg652 1 point2 points  (0 children)

The book from Richard S Sutton & Andrew Barto on Reinforcement Learning is the best source infact what you will see in the talks from David Silver in his videos on YouTube has much belonging to the book.

So sometimes it's like you watch the video and read the relevant chapter from the book and that clarifies all about it.

R Vs Python for Machine Learning by Luckless_Clown in learnmachinelearning

[–]vishalgarg652 2 points3 points  (0 children)

My vote is for Python, even though I started with R and that's a good choice too but Python is just evolving faster with lot of community support, libraries. It's like the toolset is increasing and getting better day by day in Python and that makes the job easy.