For Ubuntu 20.04, chromium is managed by snap. I set the environment variable as shown below.
CHROME_EXECUTABLE=/snap/bin/chromium
export CHROME_EXECUTABLE
Try ‘type chromium’ to make sure of the location on your system. I assume something similar will work for chrome.