diff --git a/README.md b/README.md
index aaa01a0c90..418f4d9bf6 100644
--- a/README.md
+++ b/README.md
@@ -31,7 +31,6 @@ env = gym.make(
     "smarts.env:hiway-v0",
     scenarios=["scenarios/loop"],
     agent_specs=agent_specs,
-    visdom=True,
 )
 
 agents = {
@@ -175,6 +174,17 @@ visdom
 # Open the printed URL in your browser
 ```
 
+And in your experiment, start your environment with `visdom=True`
+
+```python
+env = gym.make(
+    "smarts.env:hiway-v0",
+    scenarios=["scenarios/loop"],
+    agent_specs=agent_specs,
+    visdom=True,
+)
+```
+
 <!--
 ### Interfacing w/ PyMARL and malib