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

Planning with Hierarchical Temporal Memory for Deterministic Markov Decision Problem. - Petr Kuderov; Aleksandr I. Panov (ICAART (2), 2021)

Stability and Similarity Detection for the Biologically Inspired Temporal Pooler Algorithms. - Ivan Rodkin; Petr Kuderov; Aleksandr I. Panov (BICA*AI, 2022)

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

Stabilize Sequential Data Representation via Attraction Module. - Petr Kuderov; Evgenii Dzhivelikian; Aleksandr I. Panov (BI, 2023)

Interpreting Decision Process in Offline Reinforcement Learning for Interactive Recommendation Systems. - Zoya Volovikova; Petr Kuderov; Aleksandr I. Panov (ICONIP (9), 2023)

Learning Successor Representations with Distributed Hebbian Temporal Memory. - Evgenii Dzhivelikian; Petr Kuderov; Aleksandr I. Panov (CoRR, 2023)

Instruction Following with Goal-Conditioned Reinforcement Learning in Virtual Environments. - Zoya Volovikova; Alexey Skrynnik; Petr Kuderov; Aleksandr I. Panov (ECAI, 2024)

Soft Adaptive Segments for Bio-Inspired Temporal Memory. - Artem Prokhorenko; Evgenii Dzhivelikian; Petr Kuderov; Aleksandr Panov (HAIS (1), 2024)

Hebbian spatial encoder with adaptive sparse connectivity. - Petr Kuderov; Evgenii Dzhivelikian; Aleksandr I. Panov (Cogn. Syst. Res., 2024)

CrafText Benchmark: Advancing Instruction Following in Complex Multimodal Open-Ended World. - Zoya Volovikova; Gregory Gorbov; Petr Kuderov; Aleksandr Panov; Alexey Skrynnik (ACL (1), 2025)

Temporal Predictive Coding as World Model for Reinforcement Learning. - Artem Prokhorenko; Petr Kuderov; Evgenii Dzhivelikian; Aleksandr Panov (AGI (2), 2025)

Learning Successor Features with Distributed Hebbian Temporal Memory. - Evgenii Aleksandrovich Dzhivelikian; Petr Kuderov; Aleksandr Panov (ICLR, 2025)