6000 Chess Players Take Part in a "Beauty Contest"
chessbase.com
chessbase.com
Even in the case where all the agents are rational, if they don't all know that, they should still guess above zero.
Only if it's common knowledge that everyone will be implementing the strictly "rational" strategy is guessing zero correct.