The meaning is essentially identical to "instead of", but has a more formal feeling.
"Instead of watching TV, I decided to go running"
"I decided to go running instead of watching TV"
"Rather than watching TV, I decided to go running"
"I decided to go running rather than watching TV"
Are all equivalent and fairly natural.