You now want to create a special (hidden) file called .Renviron (yes it beings with a period) that contains a single line
R_LIBS=~/Rlibs
This will tell R that your personal (package) library is the directory called Rlibs in your home directory.
To create the .Renviron file will require a litte work with the Terminal application.