diff --git a/examples/tutorials/parl2_dygraph/requirements.txt b/examples/tutorials/parl2_dygraph/requirements.txt
index 5d44fd895..fd2bcb71f 100644
--- a/examples/tutorials/parl2_dygraph/requirements.txt
+++ b/examples/tutorials/parl2_dygraph/requirements.txt
@@ -1,5 +1,5 @@
 # requirements for tutorials (paddle dygraph version)
-paddlepaddle==2.2.0
+paddlepaddle==2.6.1
 parl==2.0.3
 gym==0.18.0
 atari-py==0.2.6