diff --git a/python/requirements/tune/requirements_tune.txt b/python/requirements/tune/requirements_tune.txt
index e717b64f9e61..0f9b60a8fbc6 100644
--- a/python/requirements/tune/requirements_tune.txt
+++ b/python/requirements/tune/requirements_tune.txt
@@ -9,7 +9,7 @@ dragonfly-opt==0.1.6
 flaml==0.5.2
 gluoncv==0.10.1.post0
 gpy==1.10.0
-gym[atari]==0.18.0
+gym[atari]==0.25.2
 h5py==3.1.0; python_version < '3.7'
 h5py==3.2.1; python_version >= '3.7'
 hpbandster==0.7.4