I solved my problem with directly using the binary version and to define my local gem folder:
GEM_HOME=/home/my_name/.rvm/gems/ruby-2.0.0-p195/gems
/home/my_name/.rvm/bin/ruby-2.0.0-p195 my_script.rb
The other solutions do not work, because rvm is not available on the cluster.