Exploding die

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An exploding die (plural exploding dice) is a mechanic that appears in dNetHack and notdNetHack, and is derived from its use in various forms of tabletop gaming - the mechanic allows one or more dice to be rerolled, typically when that die rolls its highest possible number: that number and the result of the successive roll is added to the total, and rerolled dice also qualify for additional rerolls. This theoretically allows the die roll in question to "explode" repeatedly for incredibly high results if one has exceptional luck.

Other terms for exploding dice include "open-ended rolling" and penetration rolls; a common shorthand for exploding dice in D notation is to use an exclamation point (e.g. 6d6!).

Description

There are two types of exploding dice in dNetHack and notdNetHack: the normal type, as described above, and "Lucky" exploding dice, where the result of the damage die rolls are influenced by your character's in-game Luck - specifically, some low rolls are treated as if they were the maximum roll possible from that die. If the player is being attacked, "Lucky" exploding dice become "Unlucky" exploding dice instead, and the influence of Luck is reversed, i.e. the character's Luck protects them.

Exploding dice are used for the following weapons and attacks, with the exact size of the dice in question varying dependent on the source:

Strategy

Though in theory a roll for damage with exploding dice has incredibly high potential, in practice exploding dice tend to give much lower returns for bonus damage than one might expect. This does not make it a useless property per se, and the bonus damage can be a welcome aid, but players looking to maximize their average damage-per-round will likely prefer builds that grant high damage floors to those with tantalizingly higher damage ceilings.

Calculating exploding dice and averages

For a given exploding die following the standard rules, the expected value follows geometric distribution, and is expressed as:

(n*(n+3))/(2*(n-1))

for a given die plus 1. This can be expressed alternatively as

((n+1)/2)  *  (n/(n-1))

In this second equation, the first set of parenthesis is the is the average damage contributed by each die, and the second set of parenthesis is the average number of times the die explodes.