Use zsh instead of bash in WSL
Prerequisites
First of all, you need to install your favorite Windows Subsystem for Linux flavor.
For installation steps, see here
Install zsh
To install zsh, you should follow the steps described here.
I'd recommend installing Oh My Zsh too, since it's a great extension for zsh.