diff --git a/python/requirements/ml/requirements_rllib.txt b/python/requirements/ml/requirements_rllib.txt
index a9b500e40165..1c5232232285 100644
--- a/python/requirements/ml/requirements_rllib.txt
+++ b/python/requirements/ml/requirements_rllib.txt
@@ -32,5 +32,5 @@ smart_open==5.0.0
 starlette==0.16.0
 # ONNX
 onnx==1.9.0
-onnxruntime==1.9.0
+onnxruntime==1.11.0
 tf2onnx==1.8.5