diff --git a/AUTHORS b/AUTHORS
index 99c71549aa..984b49f4f5 100644
--- a/AUTHORS
+++ b/AUTHORS
@@ -756,6 +756,7 @@ answer newbie questions, and generally made Django that much better:
     tobias@neuyork.de
     Todd O'Bryan <toddobryan@mac.com>
     Tom Christie <tom@tomchristie.com>
+    Tom Forbes <tom@tomforb.es>
     Tom Insam
     Tom Tobin
     Tomáš Ehrlich <tomas.ehrlich@gmail.com>
diff --git a/django/contrib/postgres/aggregates/general.py b/django/contrib/postgres/aggregates/general.py
index ac18a516d6..91835a9ca3 100644
--- a/django/contrib/postgres/aggregates/general.py
+++ b/django/contrib/postgres/aggregates/general.py
@@ -8,6 +8,10 @@ __all__ = [
 
 class ArrayAgg(Aggregate):
     function = 'ARRAY_AGG'
+    template = '%(function)s(%(distinct)s%(expressions)s)'
+
+    def __init__(self, expression, distinct=False, **extra):
+        super().__init__(expression, distinct='DISTINCT ' if distinct else '', **extra)
 
     def convert_value(self, value, expression, connection, context):
         if not value:
diff --git a/docs/ref/contrib/postgres/aggregates.txt b/docs/ref/contrib/postgres/aggregates.txt
index 3939023e26..1c738c35ae 100644
--- a/docs/ref/contrib/postgres/aggregates.txt
+++ b/docs/ref/contrib/postgres/aggregates.txt
@@ -22,10 +22,17 @@ General-purpose aggregation functions
 ``ArrayAgg``
 ------------
 
-.. class:: ArrayAgg(expression, **extra)
+.. class:: ArrayAgg(expression, distinct=False, **extra)
 
     Returns a list of values, including nulls, concatenated into an array.
 
+    .. attribute:: distinct
+
+        .. versionadded:: 2.0
+
+        An optional boolean argument that determines if array values
+        will be distinct. Defaults to ``False``.
+
 ``BitAnd``
 ----------
 
diff --git a/docs/releases/2.0.txt b/docs/releases/2.0.txt
index 4e42bd2b55..a43ae5e368 100644
--- a/docs/releases/2.0.txt
+++ b/docs/releases/2.0.txt
@@ -72,7 +72,9 @@ Minor features
 :mod:`django.contrib.postgres`
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
-* ...
+* The new ``distinct`` argument for
+  :class:`~django.contrib.postgres.aggregates.ArrayAgg` determines if
+  concatenated values will be distinct.
 
 :mod:`django.contrib.redirects`
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
diff --git a/tests/postgres_tests/test_aggregates.py b/tests/postgres_tests/test_aggregates.py
index 9aa0e06595..056d08441b 100644
--- a/tests/postgres_tests/test_aggregates.py
+++ b/tests/postgres_tests/test_aggregates.py
@@ -128,7 +128,7 @@ class TestGeneralAggregate(PostgreSQLTestCase):
         self.assertEqual(values, json.loads('{"jsonagg": []}'))
 
 
-class TestStringAggregateDistinct(PostgreSQLTestCase):
+class TestAggregateDistinct(PostgreSQLTestCase):
     @classmethod
     def setUpTestData(cls):
         AggregateTestModel.objects.create(char_field='Foo')
@@ -145,6 +145,14 @@ class TestStringAggregateDistinct(PostgreSQLTestCase):
         self.assertEqual(values['stringagg'].count('Foo'), 1)
         self.assertEqual(values['stringagg'].count('Bar'), 1)
 
+    def test_array_agg_distinct_false(self):
+        values = AggregateTestModel.objects.aggregate(arrayagg=ArrayAgg('char_field', distinct=False))
+        self.assertEqual(sorted(values['arrayagg']), ['Bar', 'Foo', 'Foo'])
+
+    def test_array_agg_distinct_true(self):
+        values = AggregateTestModel.objects.aggregate(arrayagg=ArrayAgg('char_field', distinct=True))
+        self.assertEqual(sorted(values['arrayagg']), ['Bar', 'Foo'])
+
 
 class TestStatisticsAggregate(PostgreSQLTestCase):
     @classmethod