diff --git a/README.md b/README.md
index a6545fa..3947c27 100644
--- a/README.md
+++ b/README.md
@@ -18,7 +18,7 @@ To use MinAtar, you need python3 installed, make sure pip is also up to date.  T
 ```bash
 git clone https://github.com/kenjyoung/MinAtar.git
 ```
-If you prefer running MinAtar in a virtualenv, you can do the following before steps 2 and 3:
+If you prefer running MinAtar in a virtualenv, you can do the following before step 2:
 ```bash
 python3 -m venv venv
 source venv/bin/activate
@@ -26,17 +26,16 @@ source venv/bin/activate
 pip install --upgrade pip
 ```
 
-2.  Install all dependencies and requirements:
+2.  Install MinAtar:
 ```bash
-pip install -r requirements.txt
+pip install .
 ```
-
-3.  Install MinAtar:
+If you have any issues with automatic dependency installation, you can instead install the nessesary dependencies manually and run
 ```bash
-python setup.py install
+pip install . --no-deps
 ```
 
-To verify whether if the installation is successful, run
+To verify the installation is successful, run
 ```bash
 python examples/random_play.py -g breakout
 ```
diff --git a/minatar_environment/__init__.py b/minatar/__init__.py
similarity index 100%
rename from minatar_environment/__init__.py
rename to minatar/__init__.py
diff --git a/minatar_environment/environment.py b/minatar/environment.py
similarity index 100%
rename from minatar_environment/environment.py
rename to minatar/environment.py
diff --git a/environments/__init__.py b/minatar/environments/__init__.py
similarity index 100%
rename from environments/__init__.py
rename to minatar/environments/__init__.py
diff --git a/environments/asterix.py b/minatar/environments/asterix.py
similarity index 100%
rename from environments/asterix.py
rename to minatar/environments/asterix.py
diff --git a/environments/breakout.py b/minatar/environments/breakout.py
similarity index 100%
rename from environments/breakout.py
rename to minatar/environments/breakout.py
diff --git a/environments/freeway.py b/minatar/environments/freeway.py
similarity index 100%
rename from environments/freeway.py
rename to minatar/environments/freeway.py
diff --git a/environments/seaquest.py b/minatar/environments/seaquest.py
similarity index 100%
rename from environments/seaquest.py
rename to minatar/environments/seaquest.py
diff --git a/environments/space_invaders.py b/minatar/environments/space_invaders.py
similarity index 100%
rename from environments/space_invaders.py
rename to minatar/environments/space_invaders.py
diff --git a/minatar_environment/gui.py b/minatar/gui.py
similarity index 100%
rename from minatar_environment/gui.py
rename to minatar/gui.py
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index 4bb64bc..0000000
--- a/requirements.txt
+++ /dev/null
@@ -1,12 +0,0 @@
-cycler==0.10.0
-kiwisolver==1.0.1
-matplotlib==3.0.3
-numpy==1.16.2
-pandas==0.24.2
-pyparsing==2.3.1
-python-dateutil==2.8.0
-pytz==2018.9
-scipy==1.2.1
-seaborn==0.9.0
-six==1.12.0
-torch==1.0.1.post2
diff --git a/setup.py b/setup.py
index 4bfe880..aa6fc9b 100644
--- a/setup.py
+++ b/setup.py
@@ -1,11 +1,25 @@
-from distutils.core import setup
+from setuptools import setup
 
-setup(name='MinAtar',
-      version='1.0.2',
-      description='A miniaturized version of the arcade learning environment.',
-      url='https://github.com/kenjyoung/MinAtar',
-      author='Kenny Young',
-      author_email='kjyoung@ualberta.com',
-      license='GPL',
-      packages=['minatar', 'minatar.environments'],
-      package_dir={'minatar': 'minatar_environment', 'minatar.environments':'environments'})
\ No newline at end of file
+setup(
+    name='MinAtar',
+    version='1.0.3',
+    description='A miniaturized version of the arcade learning environment.',
+    url='https://github.com/kenjyoung/MinAtar',
+    author='Kenny Young',
+    author_email='kjyoung@ualberta.com',
+    license='GPL',
+    packages=['minatar', 'minatar.environments'],
+    install_requires=[
+        'cycler>=0.10.0',
+        'kiwisolver>=1.0.1',
+        'matplotlib>=3.0.3',
+        'numpy>=1.16.2',
+        'pandas>=0.24.2',
+        'pyparsing>=2.3.1',
+        'python-dateutil>=2.8.0',
+        'pytz>=2018.9',
+        'scipy>=1.2.1',
+        'seaborn>=0.9.0',
+        'six>=1.12.0',
+        'torch>=1.0.0',
+    ])