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Lecture 2: Problem Solving using State Space Representations - page 6 / 49

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Slide Set 2: State-Space Search 6

ICS 271, Fall 2007: Professor Padhraic Smyth

Rational agents

Performance measure: An objective criterion for success of an agent's behavior, e.g.,

Robot driver?

Chess-playing program?

Spam email classifier?

Rational Agent:   selects actions that is expected to maximize its performance measure,

given percept sequence

given agent’s built-in knowledge

sidepoint: how to maximize expected future performance, given only historical data

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