I noticed that sometimes things end up in glitchy areas and the children are more likely to pick it up. If you can't get to it, sometimes leaving and coming back to the family enough times will get the things on the floor to switch positions.

I know I've seen the remote move around, not sure about the weeds/wrappers/loose socks though. Let me know if you try it!