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ФОРМАЛІЗАЦІЯ МЕТОДІВ ПОБУДОВИ АВТОНОМНИХ СИСТЕМ ШТУЧНОГО ІНТЕЛЕКТУ.
- Source :
- Cybernetics & Systems Analysis / Kibernetiki i Sistemnyj Analiz; 2023, Issue 5, p89-99, 11p
- Publication Year :
- 2023
-
Abstract
- This paper explores the problem of formalizing the development of autonomous artificial intelligence systems (AAIS), whose mathematical models may be complex or non-identifiable. Using the value-iterations method for Q-functions of rewards, a methodology for constructing of ε-optimal strategies with a given accuracy has been developed. The results allow us to outline classes (including dual-use), for which it is possible to rigorously justify the construction of optimal and ε-optimal strategies even in cases where the models are identifiable but the computational complexity of standard dynamic programming algorithms may not be strictly polynomial. [ABSTRACT FROM AUTHOR]
Details
- Language :
- Ukrainian
- ISSN :
- 10195262
- Issue :
- 5
- Database :
- Complementary Index
- Journal :
- Cybernetics & Systems Analysis / Kibernetiki i Sistemnyj Analiz
- Publication Type :
- Academic Journal
- Accession number :
- 171793800