Toads and Frogs

Toads and Frogs is played on a 1 × n strip of squares. At any time, each square is either empty or occupied by a single toad or frog. Although the game may start at any configuration, it is customary to begin with toads occupying consecutive squares on the leftmost end and frogs occupying consecutive squares on the rightmost end of the strip.

When it is the Left player's turn to move, they may either move a toad one square to the right, into an empty square, or "hop" a toad two squares to the right, over a frog, into an empty square. Hops over an empty square, a toad, or more than one square are not allowed. Analogous rules apply for Right: on a turn, the Right player may move a frog left into a neighboring empty space, or hop a frog over a single toad into an empty square immediately to the toad's left. Under the normal play rule conventional for combinatorial game theory, the first player to be unable to move on their turn loses.

A position of Toads-and-Frogs may be represented with a string of three characters : Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "http://localhost:6011/en.wikipedia.org/v1/":): T for a toad, ${\displaystyle F}$ for a frog, and ${\displaystyle \square }$ for an empty space. For example, the string ${\displaystyle T\square \square F}$ represents a strip of four squares with a toad on the first one, and a frog on the last one.

In combinatorial game theory, a position can be described recursively in terms of its options, i.e. the positions that the Left player and the Right player can move to. If Left can move from a position ${\displaystyle P}$ to the positions ${\displaystyle L_{1}}$, ${\displaystyle L_{2}}$, ... and Right to the positions ${\displaystyle R_{1}}$, ${\displaystyle R_{2}}$, ..., then the position ${\displaystyle P}$ is written conventionally ${\displaystyle P=\{L_{1},L_{2},\dots |R_{1},R_{2},\dots \}.}$

In this notation, for example, ${\displaystyle T\square \square F=\{\square T\square F|T\square F\square \}}$. This means that Left can move a toad one square to the right, and Right can move a frog one square to the left.

Most of the research around Toads-and-Frogs has been around determining the game-theoretic values of some particular Toads-and-Frogs positions, or determining whether some particular values can arise in the game.

Winning Ways for your Mathematical Plays showed first numerous possible values. For example, :

${\displaystyle T\square \square F=0}$

${\displaystyle TF\square \square =1}$

${\displaystyle T\square F\square ={\frac {1}{2}}}$

${\displaystyle TFT\square F=\{0|0\}=\star }$

${\displaystyle T\square TFF=\{0|\star \}=\uparrow }$

In 1996, Jeff Erickson proved that for any dyadic rational number q (which are the only numbers that can arise in finite games), there exists a Toads-and-Frogs positions with value q. He also found an explicit formula for some remarkable positions, like ${\displaystyle T^{a}\square ^{b}F}$, and formulated six conjectures on the values of other positions and the hardness of the game.[2]

These conjectures fueled further research. Jesse Hull proved conjecture 6 in 2000,[3] which states that determining the value of an arbitrary Toads-and-Frogs position is NP-hard. Doron Zeilberger and Thotsaporn Aek Thanatipanonda proved conjecture 1, 2 and 3 and found a counter-example to conjecture 4 in 2008.[4] Conjecture 5, the last one still open, states that ${\displaystyle T^{a}\square ^{b}F^{a}}$ is an infinitesimal value, for all (a, b) except (3, 2).

Solution timelines to the single-player toads and frogs problems with 1, 2 and 3 of each amphibian, with the vertical axis denoting time

It is possible for a game of Toads and Frogs to end early. A one-player puzzle version of the Toads and Frogs game, published in 1883 by Édouard Lucas, asks for a sequence of moves beginning in the standard starting position that lasts as long as possible, ending with all of the toads on the right and all of the frogs on the left. The moves are not required to alternate between toads and frogs.[5]