First, be sure that you have install the libgazeboX-dev (where X is the version of gazebo being used) package if your are using Debian/Ubuntu system.
Second, give a look again into the tutorial and remember to include the include_directories(\${GAZEBO_INCLUDE_DIRS}) in our CMakeLists.txt file.