Can we write a program which is capable of writing further program for itself?

Question

I am talking about a computer program which is able to write(and compile too) its further codes made on its experience with environment.. Sounds like machine learning..

Answer 1

That's not machine learning, but machine learning can be used to teach it to write effective code. As for compiling, you can use your program to start other programs (like a compiler). How you do that depends on your OS.

Answer 2

It can be a good application of machine learning

Answer 3

https://research.googleblog.com/2017/05/using-machine-learning-to-explore.html?m=1
Auto-ML doesn't write code like you asked, but is capable of creating new neural networks