diff --git a/rllib_contrib/a2c/requirements.txt b/rllib_contrib/a2c/requirements.txt
index 7405f665eb626..9c255b8ebb69b 100644
--- a/rllib_contrib/a2c/requirements.txt
+++ b/rllib_contrib/a2c/requirements.txt
@@ -1,3 +1,3 @@
-tensorflow==2.11.0
+tensorflow==2.11.1
 tensorflow-probability==0.19.0
 torch==1.12.0
diff --git a/rllib_contrib/a3c/requirements.txt b/rllib_contrib/a3c/requirements.txt
index 7405f665eb626..9c255b8ebb69b 100644
--- a/rllib_contrib/a3c/requirements.txt
+++ b/rllib_contrib/a3c/requirements.txt
@@ -1,3 +1,3 @@
-tensorflow==2.11.0
+tensorflow==2.11.1
 tensorflow-probability==0.19.0
 torch==1.12.0
diff --git a/rllib_contrib/alpha_star/requirements.txt b/rllib_contrib/alpha_star/requirements.txt
index 7405f665eb626..9c255b8ebb69b 100644
--- a/rllib_contrib/alpha_star/requirements.txt
+++ b/rllib_contrib/alpha_star/requirements.txt
@@ -1,3 +1,3 @@
-tensorflow==2.11.0
+tensorflow==2.11.1
 tensorflow-probability==0.19.0
 torch==1.12.0
diff --git a/rllib_contrib/apex_ddpg/requirements.txt b/rllib_contrib/apex_ddpg/requirements.txt
index 7405f665eb626..9c255b8ebb69b 100644
--- a/rllib_contrib/apex_ddpg/requirements.txt
+++ b/rllib_contrib/apex_ddpg/requirements.txt
@@ -1,3 +1,3 @@
-tensorflow==2.11.0
+tensorflow==2.11.1
 tensorflow-probability==0.19.0
 torch==1.12.0
diff --git a/rllib_contrib/apex_dqn/requirements.txt b/rllib_contrib/apex_dqn/requirements.txt
index 7405f665eb626..9c255b8ebb69b 100644
--- a/rllib_contrib/apex_dqn/requirements.txt
+++ b/rllib_contrib/apex_dqn/requirements.txt
@@ -1,3 +1,3 @@
-tensorflow==2.11.0
+tensorflow==2.11.1
 tensorflow-probability==0.19.0
 torch==1.12.0
diff --git a/rllib_contrib/ars/requirements.txt b/rllib_contrib/ars/requirements.txt
index 7405f665eb626..9c255b8ebb69b 100644
--- a/rllib_contrib/ars/requirements.txt
+++ b/rllib_contrib/ars/requirements.txt
@@ -1,3 +1,3 @@
-tensorflow==2.11.0
+tensorflow==2.11.1
 tensorflow-probability==0.19.0
 torch==1.12.0
diff --git a/rllib_contrib/es/requirements.txt b/rllib_contrib/es/requirements.txt
index 7405f665eb626..9c255b8ebb69b 100644
--- a/rllib_contrib/es/requirements.txt
+++ b/rllib_contrib/es/requirements.txt
@@ -1,3 +1,3 @@
-tensorflow==2.11.0
+tensorflow==2.11.1
 tensorflow-probability==0.19.0
 torch==1.12.0
diff --git a/rllib_contrib/maddpg/requirements.txt b/rllib_contrib/maddpg/requirements.txt
index 1adada4b343b9..f5b8e9c4347ab 100644
--- a/rllib_contrib/maddpg/requirements.txt
+++ b/rllib_contrib/maddpg/requirements.txt
@@ -1,2 +1,2 @@
-tensorflow==2.11.0
+tensorflow==2.11.1
 tensorflow-probability==0.19.0
diff --git a/rllib_contrib/maml/requirements.txt b/rllib_contrib/maml/requirements.txt
index 7405f665eb626..9c255b8ebb69b 100644
--- a/rllib_contrib/maml/requirements.txt
+++ b/rllib_contrib/maml/requirements.txt
@@ -1,3 +1,3 @@
-tensorflow==2.11.0
+tensorflow==2.11.1
 tensorflow-probability==0.19.0
 torch==1.12.0
diff --git a/rllib_contrib/pg/requirements.txt b/rllib_contrib/pg/requirements.txt
index 7405f665eb626..9c255b8ebb69b 100644
--- a/rllib_contrib/pg/requirements.txt
+++ b/rllib_contrib/pg/requirements.txt
@@ -1,3 +1,3 @@
-tensorflow==2.11.0
+tensorflow==2.11.1
 tensorflow-probability==0.19.0
 torch==1.12.0
diff --git a/rllib_contrib/r2d2/requirements.txt b/rllib_contrib/r2d2/requirements.txt
index 7405f665eb626..9c255b8ebb69b 100644
--- a/rllib_contrib/r2d2/requirements.txt
+++ b/rllib_contrib/r2d2/requirements.txt
@@ -1,3 +1,3 @@
-tensorflow==2.11.0
+tensorflow==2.11.1
 tensorflow-probability==0.19.0
 torch==1.12.0
diff --git a/rllib_contrib/simple_q/requirements.txt b/rllib_contrib/simple_q/requirements.txt
index 7405f665eb626..9c255b8ebb69b 100644
--- a/rllib_contrib/simple_q/requirements.txt
+++ b/rllib_contrib/simple_q/requirements.txt
@@ -1,3 +1,3 @@
-tensorflow==2.11.0
+tensorflow==2.11.1
 tensorflow-probability==0.19.0
 torch==1.12.0
diff --git a/rllib_contrib/slate_q/requirements.txt b/rllib_contrib/slate_q/requirements.txt
index 7405f665eb626..9c255b8ebb69b 100644
--- a/rllib_contrib/slate_q/requirements.txt
+++ b/rllib_contrib/slate_q/requirements.txt
@@ -1,3 +1,3 @@
-tensorflow==2.11.0
+tensorflow==2.11.1
 tensorflow-probability==0.19.0
 torch==1.12.0
diff --git a/rllib_contrib/td3/requirements.txt b/rllib_contrib/td3/requirements.txt
index 7405f665eb626..9c255b8ebb69b 100644
--- a/rllib_contrib/td3/requirements.txt
+++ b/rllib_contrib/td3/requirements.txt
@@ -1,3 +1,3 @@
-tensorflow==2.11.0
+tensorflow==2.11.1
 tensorflow-probability==0.19.0
 torch==1.12.0