diff --git a/python/ray/autoscaler/aws/example-full.yaml b/python/ray/autoscaler/aws/example-full.yaml
index 34e9d2b88..7d74b64bd 100644
--- a/python/ray/autoscaler/aws/example-full.yaml
+++ b/python/ray/autoscaler/aws/example-full.yaml
@@ -137,7 +137,7 @@ setup_commands:
 
 # Custom commands that will be run on the head node after common setup.
 head_setup_commands:
-    - pip install boto3==1.4.8  # 1.4.8 adds InstanceMarketOptions
+    - pip install boto3>=1.4.8  # 1.4.8 adds InstanceMarketOptions
 
 # Custom commands that will be run on worker nodes after common setup.
 worker_setup_commands: []