The Race

 Published on Friday, 13th February 2009, 05:00 pm; Solved by 1626;
Difficulty rating: 65%

Problem 232

Two players share an unbiased coin and take it in turns to play The Race.

On Player 1's turn, the coin is tossed once. If it comes up Heads, then Player 1 scores one point; if it comes up Tails, then no points are scored.

On Player 2's turn, a positive integer, $T$, is chosen by Player 2 and the coin is tossed $T$ times. If it comes up all Heads, then Player 2 scores $2^{T-1}$ points; otherwise, no points are scored.

Player 1 goes first and the winner is the first to 100 or more points.

Player 2 will always selects the number, $T$, of coin tosses that maximises the probability of winning.

What is the probability that Player 2 wins?

Give your answer rounded to eight decimal places in the form $0.abcdefgh$.