Wherever make it easier for me to enter the zone. Sometimes a loud coffee shop will do when I felt like it. Sometimes at home when everything is so quiet. It depends.

Started to learn Reinforcement Leaning, from level 0: Atari Pong Game. Stopped and think a bit on the gradient calculation part of the blog.... hmm, I guess it's been almost a year since my Machine Learning basic course. Good thing is old memory eventually came back and everything starts to make sense again.

Wish me luck...

Following this blog:
https://karpathy.github.io/2016/05/...

What are some good UI templates for Semantic UI? Want to give my web-app a professional look without writing too much CSS...

I was building my web-app using Semantic UI, I can make the components work correctly, but can't seem to make the entire layout look good. Are there some good places for Semantic UI template that I can download or buy? Using the components along obviously is not enough.

I'm wondering if there is a way to use Machine Learning algorithm to optimize games like Screeps.com, which is a game that you control your game by writing JS code. Letting the algorithm write human readable code might be too challenging, but optimizing some aspect of the game should be possible, like the best scale up route optimization using re-enforced learning.

Whether it's a good idea to host my very primitive web-app on Heroku or setting up my own VPS on DigitalOcean etc.?

Heroku will save me some time, but I'm not sure about the scalability and cost.
VPS approach means I'll have to take care of all the DevOps myself, even though I know a bit Linux to kick things off, this is still quite daunting to me.

Any suggestions? Insights? Rants?