diff --git a/baselines/gail/run_mujoco.py b/baselines/gail/run_mujoco.py
index e875c5ccd2..4258ba7055 100644
--- a/baselines/gail/run_mujoco.py
+++ b/baselines/gail/run_mujoco.py
@@ -12,7 +12,8 @@
 import gym
 
 from baselines.gail import mlp_policy
-from baselines.common import set_global_seeds, tf_util as U
+from baselines.common.misc_util import set_global_seeds
+import baselines.common.tf_util as U
 from baselines.common.misc_util import boolean_flag
 from baselines import bench
 from baselines import logger