diff --git a/dopamine/labs/moes/__init__.py b/dopamine/labs/moes/__init__.py
new file mode 100644
index 00000000..a98a65d0
--- /dev/null
+++ b/dopamine/labs/moes/__init__.py
@@ -0,0 +1,14 @@
+# coding=utf-8
+# Copyright 2024 The Dopamine Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
diff --git a/dopamine/labs/moes/agents/__init__.py b/dopamine/labs/moes/agents/__init__.py
new file mode 100644
index 00000000..a98a65d0
--- /dev/null
+++ b/dopamine/labs/moes/agents/__init__.py
@@ -0,0 +1,14 @@
+# coding=utf-8
+# Copyright 2024 The Dopamine Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
diff --git a/dopamine/labs/moes/architectures/__init__.py b/dopamine/labs/moes/architectures/__init__.py
new file mode 100644
index 00000000..a98a65d0
--- /dev/null
+++ b/dopamine/labs/moes/architectures/__init__.py
@@ -0,0 +1,14 @@
+# coding=utf-8
+# Copyright 2024 The Dopamine Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.