The utilitybased agent makes its decisions based on which one is the most pleasing or the most effective at achieving a goal In this regard, it
Difference between goal based agent and utility based agent in ai-(a) Simple reflex agent (b) Model based agent (c) Learning agent (d) Utility based agent I have been asked this question at a job interview This question is from Agents topic in section Intelligent Agents of Artificial Intelligence Select the correct answer from above optionsUtilitybased agents Artificial Intelligence a modern approach 26 Goals are not always enough Many action sequences get taxi to destination Consider other things How fast, how safe A utility function maps a state onto a real number which describes the associated degree of happiness
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The goalbased agents consider the longterm actions and the desirability of the outcome, which is easier to train and is adaptable to the changing environment But in AI, we explore the state A goalbased navigation agent is tasked with getting from point A to point B If the agent succeeds, the goal has been satisfied A utilitybased navigation agent could seek to get from point A to point B in the shortest amount of time, with the minimum expenditure of fuel, or both
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