Yes, if your webserver is running php as Apache module.
If your webserver is running PHP as CGI, use this instead:
AddHandler application/x-httpd-php .html .htm
Or, you could use this simple rewrite rule:
RewriteEngine on
RewriteRule ^(.*)\.html $1\.php