Take, for instance, that you have a game similar to the one proposed by Levitt and Duggan (2000) in sumo wrestling (link: http://www.nber.org/papers/w7798.pdf, section II (pages 9-10) in which the paper describes the model).
Summarizing, a fighter maximizes a expected return in a non-rigged match. For a given fighter consider taking the bribe, the other minimizes a side payment (bribe) to the point of indifference between taking and not taking the bribe -- so, why would the fighter setting the side payment would not set the bribe so it would be marginally better to accept the bribe than not taking it? Why do the authors include the point of indifference among the possible solutions?