diff --git a/pernaf/pernaf.egg-info/requires.txt b/pernaf/pernaf.egg-info/requires.txt
index 4b673af..2e1c0e5 100644
--- a/pernaf/pernaf.egg-info/requires.txt
+++ b/pernaf/pernaf.egg-info/requires.txt
@@ -1,3 +1,3 @@
-tensorflow==1.14
+tensorflow==2.9.3
 numpy
 gym
diff --git a/pernaf/setup.py b/pernaf/setup.py
index 76948bb..1fa4baa 100644
--- a/pernaf/setup.py
+++ b/pernaf/setup.py
@@ -47,7 +47,7 @@ def reqs(*f):
     url = 'https://github.com/MathPhysSim/PER-NAF',
     long_description=long_description,
     long_description_content_type='text/markdown',
-    install_requires=['tensorflow==1.15.2', 'numpy', 'gym'],
+    install_requires=['tensorflow==2.9.3', 'numpy', 'gym'],
     packages=find_packages(),
     include_package_data=True,
     classifiers=[