diff --git a/python/requirements/ml/requirements_rllib.txt b/python/requirements/ml/requirements_rllib.txt
index 65ab046456e2..f6470f62b8e5 100644
--- a/python/requirements/ml/requirements_rllib.txt
+++ b/python/requirements/ml/requirements_rllib.txt
@@ -35,5 +35,5 @@ imageio-ffmpeg==0.4.5
 starlette==0.16.0
 # ONNX
 onnx==1.9.0
-onnxruntime==1.9.0
+onnxruntime==1.11.1
 tf2onnx==1.8.5