diff --git a/lms/static/scripts/frontend_apps/api-types.ts b/lms/static/scripts/frontend_apps/api-types.ts
index 97f51267b4..b336d15a0c 100644
--- a/lms/static/scripts/frontend_apps/api-types.ts
+++ b/lms/static/scripts/frontend_apps/api-types.ts
@@ -202,8 +202,11 @@ export type StudentsMetricsResponse = {
   students: StudentWithMetrics[];
 };
 
-export type AssignmentWithMetrics = Assignment & {
+export type AssignmentWithCourse = Assignment & {
   course: Course;
+};
+
+export type AssignmentWithMetrics = AssignmentWithCourse & {
   annotation_metrics: AnnotationMetrics;
 };
 
diff --git a/lms/static/scripts/frontend_apps/components/dashboard/AssignmentActivity.tsx b/lms/static/scripts/frontend_apps/components/dashboard/AssignmentActivity.tsx
index 4eb5713e40..537c2feb7b 100644
--- a/lms/static/scripts/frontend_apps/components/dashboard/AssignmentActivity.tsx
+++ b/lms/static/scripts/frontend_apps/components/dashboard/AssignmentActivity.tsx
@@ -1,14 +1,17 @@
 import { useMemo } from 'preact/hooks';
-import { useParams } from 'wouter-preact';
+import { useLocation, useParams, useSearch } from 'wouter-preact';
 
 import type {
-  AssignmentWithMetrics,
+  AssignmentWithCourse,
   StudentsMetricsResponse,
 } from '../../api-types';
 import { useConfig } from '../../config';
 import { urlPath, useAPIFetch } from '../../utils/api';
+import { useDashboardFilters } from '../../utils/dashboard/hooks';
+import { courseURL } from '../../utils/dashboard/navigation';
 import { useDocumentTitle } from '../../utils/hooks';
-import { replaceURLParams } from '../../utils/url';
+import { recordToQueryString, replaceURLParams } from '../../utils/url';
+import DashboardActivityFilters from './DashboardActivityFilters';
 import DashboardBreadcrumbs from './DashboardBreadcrumbs';
 import FormattedDate from './FormattedDate';
 import OrderableActivityTable from './OrderableActivityTable';
@@ -31,12 +34,20 @@ export default function AssignmentActivity() {
     assignmentId: string;
     organizationPublicId?: string;
   }>();
-  const assignment = useAPIFetch<AssignmentWithMetrics>(
+
+  const { filters, updateFilters } = useDashboardFilters();
+  const { studentIds } = filters;
+  const search = useSearch();
+  const [, navigate] = useLocation();
+
+  const assignment = useAPIFetch<AssignmentWithCourse>(
     replaceURLParams(routes.assignment, { assignment_id: assignmentId }),
   );
+
   const students = useAPIFetch<StudentsMetricsResponse>(
     routes.students_metrics,
     {
+      h_userid: studentIds,
       assignment_id: assignmentId,
       public_id: organizationPublicId,
     },
@@ -78,6 +89,40 @@ export default function AssignmentActivity() {
           {assignment.data && title}
         </h2>
       </div>
+      {assignment.data && (
+        <DashboardActivityFilters
+          courses={{
+            activeItem: assignment.data.course,
+            // When the active course is cleared, navigate to home, but keep
+            // active assignment and students
+            onClear: () =>
+              navigate(
+                recordToQueryString({
+                  student_id: studentIds,
+                  assignment_id: assignmentId,
+                }),
+              ),
+          }}
+          assignments={{
+            activeItem: assignment.data,
+            // When active assignment is cleared, navigate to its course page,
+            // but keep other query params intact
+            onClear: () => {
+              const query = search.length === 0 ? '' : `?${search}`;
+              navigate(`${courseURL(assignment.data!.course.id)}${query}`);
+            },
+          }}
+          students={{
+            selectedIds: studentIds,
+            onChange: studentIds => updateFilters({ studentIds }),
+          }}
+          onClearSelection={
+            studentIds.length > 0
+              ? () => updateFilters({ studentIds: [] })
+              : undefined
+          }
+        />
+      )}
       <OrderableActivityTable
         loading={students.isLoading}
         title={assignment.isLoading ? 'Loading...' : title}
diff --git a/lms/static/scripts/frontend_apps/components/dashboard/test/AssignmentActivity-test.js b/lms/static/scripts/frontend_apps/components/dashboard/test/AssignmentActivity-test.js
index 368b305294..d8c1d07a27 100644
--- a/lms/static/scripts/frontend_apps/components/dashboard/test/AssignmentActivity-test.js
+++ b/lms/static/scripts/frontend_apps/components/dashboard/test/AssignmentActivity-test.js
@@ -3,6 +3,7 @@ import {
   mockImportedComponents,
 } from '@hypothesis/frontend-testing';
 import { mount } from 'enzyme';
+import { act } from 'preact/test-utils';
 import sinon from 'sinon';
 
 import { Config } from '../../../config';
@@ -36,22 +37,28 @@ describe('AssignmentActivity', () => {
       },
     },
   ];
+  const activeAssignment = {
+    id: 123,
+    title: 'The title',
+    course: {
+      id: 12,
+      title: 'The course',
+    },
+  };
 
   let fakeUseAPIFetch;
+  let fakeNavigate;
+  let fakeUseSearch;
   let fakeConfig;
+  let wrappers;
 
   beforeEach(() => {
     fakeUseAPIFetch = sinon.stub().callsFake(url => ({
       isLoading: false,
-      data: url.endsWith('metrics')
-        ? { students }
-        : {
-            title: 'The title',
-            course: {
-              title: 'The course',
-            },
-          },
+      data: url.endsWith('metrics') ? { students } : activeAssignment,
     }));
+    fakeNavigate = sinon.stub();
+    fakeUseSearch = sinon.stub().returns('current=query');
     fakeConfig = {
       dashboard: {
         routes: {
@@ -61,6 +68,8 @@ describe('AssignmentActivity', () => {
       },
     };
 
+    wrappers = [];
+
     $imports.$mock(mockImportedComponents());
     $imports.$restore({
       // Do not mock FormattedDate, for consistency when checking
@@ -71,19 +80,28 @@ describe('AssignmentActivity', () => {
       '../../utils/api': {
         useAPIFetch: fakeUseAPIFetch,
       },
+      'wouter-preact': {
+        useParams: sinon.stub().returns({ assignmentId: '123' }),
+        useSearch: fakeUseSearch,
+        useLocation: sinon.stub().returns(['', fakeNavigate]),
+      },
     });
   });
 
   afterEach(() => {
+    wrappers.forEach(wrapper => wrapper.unmount());
     $imports.$restore();
   });
 
   function createComponent() {
-    return mount(
+    const wrapper = mount(
       <Config.Provider value={fakeConfig}>
         <AssignmentActivity />
       </Config.Provider>,
     );
+    wrappers.push(wrapper);
+
+    return wrapper;
   }
 
   it('shows loading indicators while data is loading', () => {
@@ -171,6 +189,114 @@ describe('AssignmentActivity', () => {
     });
   });
 
+  context('when filters are set', () => {
+    function setCurrentURL(url) {
+      history.replaceState(null, '', url);
+    }
+
+    beforeEach(() => {
+      setCurrentURL('?');
+    });
+
+    it('initializes expected filters', () => {
+      setCurrentURL('?student_id=1&student_id=2');
+
+      const wrapper = createComponent();
+      const filters = wrapper.find('DashboardActivityFilters');
+
+      // Active course and assignment are set from the route
+      assert.deepEqual(
+        filters.prop('courses').activeItem,
+        activeAssignment.course,
+      );
+      assert.deepEqual(
+        filters.prop('assignments').activeItem,
+        activeAssignment,
+      );
+      // Students are set from the query
+      assert.deepEqual(filters.prop('students').selectedIds, ['1', '2']);
+
+      // Selected filters are propagated when loading assignment metrics
+      assert.calledWith(fakeUseAPIFetch.lastCall, sinon.match.string, {
+        h_userid: ['1', '2'],
+        assignment_id: '123',
+        public_id: undefined,
+      });
+    });
+
+    [
+      { query: '', expectedHasSelection: false },
+      { query: '?foo=bar', expectedHasSelection: false },
+      { query: '?student_id=3', expectedHasSelection: true },
+      { query: '?student_id=1&student_id=3', expectedHasSelection: true },
+    ].forEach(({ query, expectedHasSelection }) => {
+      it('has `onClearSelection` if at least one student is selected', () => {
+        setCurrentURL(query);
+
+        const wrapper = createComponent();
+        const filters = wrapper.find('DashboardActivityFilters');
+
+        assert.equal(!!filters.prop('onClearSelection'), expectedHasSelection);
+      });
+    });
+
+    it('updates query when selected students change', () => {
+      const wrapper = createComponent();
+      const filters = wrapper.find('DashboardActivityFilters');
+
+      act(() => filters.prop('students').onChange(['3', '7']));
+
+      assert.equal(location.search, '?student_id=3&student_id=7');
+    });
+
+    it('clears selected students on clear selection', () => {
+      setCurrentURL('?foo=bar&student_id=8&student_id=20&student_id=32');
+
+      const wrapper = createComponent();
+      const filters = wrapper.find('DashboardActivityFilters');
+
+      act(() => filters.props().onClearSelection());
+
+      assert.equal(location.search, '?foo=bar');
+    });
+
+    it('navigates to home page preserving assignment and students when course is cleared', () => {
+      setCurrentURL('?student_id=8&student_id=20&student_id=32');
+
+      const wrapper = createComponent();
+      const filters = wrapper.find('DashboardActivityFilters');
+
+      act(() => filters.prop('courses').onClear());
+
+      assert.calledWith(
+        fakeNavigate,
+        '?student_id=8&student_id=20&student_id=32&assignment_id=123',
+      );
+    });
+
+    [
+      {
+        currentSearch: 'current=query',
+        expectedDestination: '/courses/12?current=query',
+      },
+      {
+        currentSearch: '',
+        expectedDestination: '/courses/12',
+      },
+    ].forEach(({ currentSearch, expectedDestination }) => {
+      it('navigates to course preserving current query when selected assignment is cleared', () => {
+        fakeUseSearch.returns(currentSearch);
+
+        const wrapper = createComponent();
+        const filters = wrapper.find('DashboardActivityFilters');
+
+        act(() => filters.prop('assignments').onClear());
+
+        assert.calledWith(fakeNavigate, expectedDestination);
+      });
+    });
+  });
+
   it(
     'should pass a11y checks',
     checkAccessibility({