diff --git a/pagure/templates/roadmap.html b/pagure/templates/roadmap.html
index 668d69e..a634cb1 100644
--- a/pagure/templates/roadmap.html
+++ b/pagure/templates/roadmap.html
@@ -101,9 +101,9 @@
   <span class="btn-group btn-group-sm issues-tagbar" role="group" aria-label="Basic example">
   <span class="oi m-l-2 btn btn-nopad" data-glyph="target" title="Milestones"></span>
     {% for stone in milestones %}
-      {% if (all_ms_tags is none and (stone in issues or stone in requested_stones)) or all_ms_tags is not none %}
+      {% if (all_ms_tags is none and (stone in active_milestones or stone in requested_stones)) or all_ms_tags is not none %}
         {% if stone in requested_stones %}
-          <a class="btn btn-secondary btn-sm {% if stone in requested_stones and all_ms_tags %}active{% endif %}"
+          <a class="btn btn-secondary btn-sm active"
            href="{{ url_for(
               'view_roadmap',
               repo=repo.name,
@@ -111,6 +111,7 @@
               namespace=repo.namespace,
               tag=tags,
               all_ms_tags=all_ms_tags,
+              active_milestones=active_milestones,
               status=status) }}"
               title="Filter issues by milestone">
             {{ stone }}</a>
@@ -124,6 +125,7 @@
               milestone=stone,
               tag=tags,
               all_ms_tags=all_ms_tags,
+              active_milestones=active_milestones,
               status=status) }}"
               title="Filter issues by milestone">
             {{ stone }}</a>
@@ -142,6 +144,7 @@
               namespace=repo.namespace,
               milestone=requested_stones,
               all_ms_tags=all_ms_tags,
+              active_milestones=active_milestones,
               status=status) }}"
               title="Filter issues by tag">
       {% else %}
@@ -153,6 +156,7 @@
               status=status,
               tag=tag,
               all_ms_tags=all_ms_tags,
+              active_milestones=active_milestones,
               milestone=requested_stones) }}"
               title="Filter issues by tag">
       {% endif %}
diff --git a/pagure/ui/issues.py b/pagure/ui/issues.py
index 74f440c..c43ea82 100644
--- a/pagure/ui/issues.py
+++ b/pagure/ui/issues.py
@@ -714,6 +714,7 @@ def view_roadmap(repo, username=None, namespace=None):
     milestones = flask.request.args.getlist('milestone', None)
     tags = flask.request.args.getlist('tag', None)
     all_ms_tags = flask.request.args.get('all_ms_tags', None)
+    active_milestones = flask.request.args.getlist('active_milestones', None)
 
     repo = flask.g.repo
 
@@ -772,6 +773,20 @@ def view_roadmap(repo, username=None, namespace=None):
         cnt = len(all_milestones)
         all_milestones.insert(cnt, all_milestones.pop(index))
 
+    if len(active_milestones) == 0 and all_ms_tags is None:
+        # We don't have any requested active milestones, so grab a fresh list.
+        # Get all the active tickets regardless what tags/milestones were
+        # requested.
+        active_issues = pagure.lib.search_issues(
+            SESSION,
+            repo,
+            milestones=all_milestones,
+            private=private,
+            status=status if status.lower() != 'all' else None,
+        )
+        for issue in active_issues:
+            active_milestones.append(issue.milestone)
+
     return flask.render_template(
         'roadmap.html',
         select='issues',
@@ -781,6 +796,7 @@ def view_roadmap(repo, username=None, namespace=None):
         status=status,
         all_ms_tags=all_ms_tags,
         milestones=all_milestones,
+        active_milestones=active_milestones,
         requested_stones=milestones,
         issues=milestone_issues,
         tags=tags,