Determine if a value exists in an array of hashes

I have the following:

array_of_hashes = [{:a=>10, :b=>20}, {:a=>11, :b=>21}, {:a=>13, :b=>23}]

How would I go about finding if :a=>11 exists in array_of_hashes

array_of_hashes.include? does not seem to work