diff --git a/setup.py b/setup.py
index 94a148f5..aea26bd1 100644
--- a/setup.py
+++ b/setup.py
@@ -3,20 +3,41 @@
 #  This source code is licensed under the license found in the
 #  LICENSE file in the root directory of this source tree.
 #
+import os
+from pathlib import Path
 
 from setuptools import find_packages, setup
 
+
+def package_files(directory):
+    paths = []
+    for path, _, filenames in os.walk(directory):
+        for filename in filenames:
+            paths.append(os.path.join("..", path, filename))
+    return paths
+
+
+extra_files = package_files(
+    str(
+        Path(os.path.dirname(os.path.realpath(__file__)))
+        / Path("benchmarl")
+        / Path("conf")
+    )
+)
+
 setup(
     name="benchmarl",
-    version="0.0.2",
+    version="0.0.3",
     description="BenchMARL",
     url="https://github.com/facebookresearch/BenchMARL",
     author="Matteo Bettini",
     author_email="mb2389@cl.cam.ac.uk",
-    packages=find_packages(),
     install_requires=["torchrl>=0.2.0", "tqdm", "hydra-core"],
     extras_require={
         "vmas": ["vmas>=1.2.10"],
         "pettingzoo": ["pettingzoo[all]>=1.24.1"],
     },
+    packages=find_packages(),
+    include_package_data=True,
+    package_data={"": extra_files},
 )