diff --git a/docs/source/conf.py b/docs/source/conf.py
index 8ce3d31..0f17ef9 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -1,13 +1,17 @@
 # This conf.py is in large parts inspired by the oen used by stable-baselines 3
 
+import toml
 import datetime
 
 project = 'Fancy Gym'
 author = 'Fabian Otto, Onur Celik, Dominik Roth, Hongyi Zhou'
 copyright = f'2020-{datetime.date.today().year}, {author}'
 
-release = '0.2'  # The full version, including alpha/beta/rc tags
-version = '0.2'  # The short X.Y version
+pyproject_content = toml.load("../../pyproject.toml")
+proj_version = pyproject_content["project"]["version"]
+
+release = proj_version  # The full version, including alpha/beta/rc tags
+version = proj_version  # The short X.Y version
 
 extensions = [
     'myst_parser',
@@ -50,4 +54,4 @@ html_context = {
 }
 
 def setup(app):
-    app.add_css_file("style.css")
\ No newline at end of file
+    app.add_css_file("style.css")
diff --git a/setup.py b/setup.py
index 2bd077d..2a533fa 100644
--- a/setup.py
+++ b/setup.py
@@ -1,5 +1,6 @@
 # We still provide a setup.py for backwards compatability.
 # But the pyproject.toml should be prefered.
+import toml
 import itertools
 from pathlib import Path
 from typing import List
@@ -8,6 +9,9 @@ from setuptools import setup, find_packages
 
 print('[!] You are currently installing/building fancy_gym via setup.py. This is only provided for backwards-compatability. Please use the pyproject.toml instead.')
 
+pyproject_content = toml.load("pyproject.toml")
+project_version = pyproject_content["project"]["version"]
+
 # Environment-specific dependencies for dmc and metaworld
 extras = {
     'dmc': ['shimmy[dm-control]', 'Shimmy==1.0.0'],
@@ -38,7 +42,7 @@ def find_package_data(extensions_to_include: List[str]) -> List[str]:
 setup(
     author='Fabian Otto, Onur Celik, Dominik Roth, Hongyi Zhou',
     name='fancy_gym',
-    version='0.1.0',
+    version=project_version,
     classifiers=[
         'Development Status :: 4 - Beta',
         'Intended Audience :: Science/Research',
@@ -55,6 +59,7 @@ setup(
     ],
     extras_require=extras,
     install_requires=[
+        'toml',
         'mp_pytorch<=0.1.3',
         'mujoco==2.3.3',
         'gymnasium[mujoco]>=0.26.0'