I finally solved this problem.
I am using RVM and it is problem.
Here is note from official fluentd page:
If you are using RVM, please disable it. RVM will cause an error where fluentd cannot be loaded from the td-agent formula.
I disabled rvm and then fluentd works.
Thanks