Computer Engineering and Computer Science
The paper contributes to the development of the theory of AI-Completeness by formalizing the notion of AI-Complete, C-Complete and AI-Hard problems. The intended goal is to provide a classification of problems in the field of Artificial General Intelligence. We prove Turing Test to be an instance of an AI-Complete problem and further show certain AI problems to be AI-Complete or AI-Hard via polynomial time reductions. Finally, the paper suggests some directions for future work on the theory of AI-Completeness.
Original Publication Information
Yampolskiy R.V. (2013) Turing Test as a Defining Feature of AI-Completeness. In: Yang XS. (eds) Artificial Intelligence, Evolutionary Computing and Metaheuristics. Studies in Computational Intelligence, vol 427. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-29694-9_1
Yampolskiy, Roman V., "Turing test as a defining feature of AI-completeness" (2013). Faculty Scholarship. 617.