On the Task Approach in Artifi­cial Intelligence and Cognitive Sciences

Evgeny E. Vityaev
1. Sobolev Institute of mathematics SB RAS (4 Koptyug Ave., Novosibirsk, 630090, Russian Federation)
2. Novosibirsk State University (1 Pirogov Str., Novosibirsk, 630090, Russian Federation)
vityaev@math.nsc.ru
Goncharov S. S.
1. Sobolev Institute of Mathematics SB RAS, 4 Koptyug Ave., Novosibirsk, 630090, Russian Federation
2. Novosibirsk State University, 1 Pirogov Str., Novosibirsk, 630090, Russian Federation
gonchar@math.nsc.ru
Sviridenko D. I.
1. Sobolev Institute of Mathematics SB RAS, 4 Koptyug Ave., Novosibirsk, 630090, Russian Federation
2. Novosibirsk State University, 1 Pirogov Str., Novosibirsk, 630090, Russian Federation
dsviridenko47@gmail.com
The material was received by the Editorial Board: 27.01.2020
This work continues a series of publications on the task approach in artificial intelligence. As noted earlier, the agent-based approach described in the monograph by Stuart Russell and Picter Norwig “Artificial Intelligence. The Modern Approach", may be more argumentatively presented within the framework of the task approach. This paper will show that not only the problems of the bases of mathematics and artificial intelligence, but also many cognitive functions performed by humans and analyzed in cognitive sciences, can also be described and studied within the framework of the task approach. In particular, this paper shows that the analoguc of the concept of task in cognitive sciences is the concept of goal and that the Functional Systems Theory (FST), which describes purposeful behavior, can be presented as the brain's solution of tasks to achicve goals and satisfaction of needs. It gives the chance to compare directly the tasks of artificial intellect with natural cognitive processes and, thereby, to reveal the list of those tasks of "natural" intellect and schemes of their solution which can be successfully used for the solution of artificial intelligence tasks.

Keywords: artificial intelligence, general artificial intelligence (AGI), cognitive science, agent-based approach, task approach, purposefulness activity, purpose and task, Functioning System Theory (FST), decision making,
rational agent, rational agent modeling.

References: Evgeny E. Vityaev, Sergey S. Goncharov, Dmitry I. Sviridenko On the Task Approach in Artifi­cial Intelligence and Cognitive Sciences. Siberian Journal of Philosophy. 2020, vol. 18, no. 2. P. 5–29. DOI: 10.25205/2541-7517-2020-18-2-5-29