1. Omelchenko I., Strukov V. Reflective memory architecture for adaptive planning in hierarchical LLM agents in virtual environments // Bulletin of V.N. Karazin Kharkiv National University, series «Mathematical modeling. Information technology. Automated control systems». 2025. (68). C. 62-69.