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A Neurobiologically Inspired Plan Towards Cognitive Machines

Despite incredible recent progress in artificial intelligence, current systems fall short of what we would consider to be intelligent, thinking machines. This paper presents a neurobiologically inspired path towards creating cognitive machines. It suggests that incorporating aspects found in biological organisms, such as flexible learning, efficient processing, embodiment, value systems, and predictive coding could lead to systems that are truly cognitive.