Strong CogSci: Guidance from Cognitive Science On the Design of a Test of Artificial Intelligence

Abstract

We propose a test of human-like intelligence inspired by constraints from cognitive science on unified theories of cognition. The most salient characteristics of this test include the capacity for open-ended, generative behavior, the ability to learn and adapt in real time in complex environments, and the ability to interact productively with other human and artificial agents. The proposed test environment is Minecraft, a virtual world reflecting many of the key characteristics of real world embodiments. The core task is to build assemblies of varying complexity and purposes in cooperation with human or artificial entities.