Thanks for the help - I just had to source ~/.bash_profile from ~/.bashrc:
# Source bash profile
if [ -f ~/.bash_profile ]
And remove the code in .bash_profile that sources .bashrc (to prevent an infinite loop!):
# Get the aliases and functions
#if [ -f ~/.bashrc ]; then
# . ~/.bashrc
Then it worked!