These lecture notes (PDF) from Asu Ozdaglar give a bilinear program whose solution is the mixed-strategy equilibrium for a two-player, non-zero-sum game with finite action spaces—also known as a bimatrix game. I wanted to reproduce this highly practical result in a more accessible format and offer some implementation notes.
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