The MacGyver Test - A Framework for Evaluating Machine Resourcefulness and Creative Problem Solving

04/26/2017

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by   Vasanth Sarathy, et al.

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Current measures of machine intelligence are either difficult to evaluate or lack the ability to test a robot's problem-solving capacity in open worlds. We propose a novel evaluation framework based on the formal notion of MacGyver Test which provides a practical way for assessing the resilience and resourcefulness of artificial agents.