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Algorithm 1, which I refer to in the question, produces a strategy that minimizes cumulative counterfactual regret. The motivation is to get a strategy which minimizes overall regret (as defined earlier in the paper). That's because such a strategy approximates a nash equilibrium strategy. In other words, cumulative counterfactual regret was designed to be: ...

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