Magic strings everywhere ? Ugh... A few more arguments for constants:
1. Autocomplete
2. Autodocumentation (basically having a list of available actions by ctrl+spacing)
3. Namespacing actions (ADD.EVENT.SUCCESS instead of "ADD_EVENT_SUCCESS")
4. Minification. It's easier to mangle constant references than magic strings