Intrinsic Motivation to Learn Action-State Representation with Hierarchical Temporal Memory. - Evgenii Dzhivelikian; Artem Latyshev; Petr Kuderov; Aleksandr I. Panov (BI, 2021)

Hierarchical intrinsically motivated agent planning behavior with dreaming in grid environments. - Evgenii Dzhivelikian; Artem Latyshev; Petr Kuderov; Aleksandr I. Panov (Brain Informatics, 2022)

Intrinsic Motivation in Model-based Reinforcement Learning: A Brief Review. - Artem Latyshev; Aleksandr I. Panov (CoRR, 2023)

Latent State Space Quantization for Learning and Exploring Goals. - Artem Latyshev; Aleksandr I. Panov (MICAI (1), 2024)

Safe Planning and Policy Optimization via World Model Learning. - Artem Latyshev; Gregory Gorbov; Aleksandr I. Panov (CoRR, 2025)