diff --git a/python/requirements/ml/requirements_rllib.txt b/python/requirements/ml/requirements_rllib.txt
index 1c8da9a970c6..b542020216d7 100644
--- a/python/requirements/ml/requirements_rllib.txt
+++ b/python/requirements/ml/requirements_rllib.txt
@@ -36,4 +36,4 @@ starlette==0.16.0
 # ONNX
 onnx==1.9.0
 onnxruntime==1.9.0
-tf2onnx==1.8.5
+tf2onnx==1.11.1