diff --git a/scrapy_selenium/middlewares.py b/scrapy_selenium/middlewares.py
index 201db2c..ada0644 100644
--- a/scrapy_selenium/middlewares.py
+++ b/scrapy_selenium/middlewares.py
@@ -73,7 +73,7 @@ def from_crawler(cls, crawler):
         driver_executable_path = crawler.settings.get('SELENIUM_DRIVER_EXECUTABLE_PATH')
         browser_executable_path = crawler.settings.get('SELENIUM_BROWSER_EXECUTABLE_PATH')
         command_executor = crawler.settings.get('SELENIUM_COMMAND_EXECUTOR')
-        driver_arguments = crawler.settings.get('SELENIUM_DRIVER_ARGUMENTS')
+        driver_arguments = crawler.settings.getlist('SELENIUM_DRIVER_ARGUMENTS')
 
         if driver_name is None:
             raise NotConfigured('SELENIUM_DRIVER_NAME must be set')