$A$ and $B$ go to the Senate to play a game of Hide-and-Seek. There are $100$ rooms in the Senate, and $B$ picks one of them and hides there till the game ends.
$A$, at the beginning of every turn, picks one room and searches in it. Since he is human and thus fallible, he only has a $60\%$ chance of finding $B$ if she is in fact hiding in the room. If he fails to find her in the room, $B$'s score increases by one, and the next turn starts, whereupon $A$ must pick another room to check (he can also check the same room again). $B$ remains in the room she initially chose.
Given that $A$ and $B$ play with perfect strategies, what is the expected value of $B$'s score at the end of the game?
I tried with $1$ room. There is only one hiding place for $B$. So the expected score of $$B = \sum_{n=1}^{\infty}0.4^{n-1}0.6(n-1)=\frac{2}{3}.$$
NOTE: This solves a different problem. In this calculation it is assumed that A searches randomly. That is sub-optimal. It is clearly better to go through all the rooms before repeating. Perhaps the calculation still has some value so I'll leave it up.
Let E be the expected score (= Expected number of rooms searched - 1). Look at the first search, it can have one of three (mutually exclusive) outcomes:
Outcome A: A finds B! Probability = $\frac {1}{100} \frac{3}{5}$ And in this case E is 0.
Outcome B: A looks in the right room but fails to find B. Probability = $\frac {1}{100} \frac{2}{5}$ And in this case E goes to E + 1.
Outcome C: A looks in the wrong room. Probability = $\frac {99}{100}$ And in this case E also goes to E + 1.
Combining these, we get $$E = \frac {1}{100} \frac{3}{5} (0) \;\;+\;\;\frac {1}{100} \frac{2}{5} (E + 1) + \frac {99}{100} (E + 1) $$ This is easily solved to yield $E= \frac{497}{3}$