Updating the path as listed above in ~/.bashrc makes other bash commands stop working altogether.
the easiest way I found is to use what eaykin did but link it your /bin.
sudo ln -s /android/platform-tools/adb /bin/adb
No restart is required just type following command :
adb devices
To make sure it’s working.