diff --git a/requirements.txt b/requirements.txt
index 2b6009a..079d706 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,6 +1,6 @@
 absl-py
 gin-config==0.1.3
-tensorflow-gpu==2.0.1
+tensorflow-gpu==2.9.3
 tf-agents==0.3.0
 tensorflow-probability==0.8
 gym==0.12.5