You mentioned you have 4 embedded reports. Are they all embedded within the app at the same time? Or are they embedded seperatly in different views?
If they are all embedded in the page at the same time I'm thinking of some potential issues where their may be some shared state (cookies/local storage) that have the potential to be shared accross the iframes.