Hierarchical intrinsically motivated agent planning behavior with dreaming in grid environments E Dzhivelikian, A Latyshev, P Kuderov, AI Panov Brain Informatics 9 (1), 8, 2022 | 12 | 2022 |
Planning with Hierarchical Temporal Memory for Deterministic Markov Decision Problem. P Kuderov, AI Panov ICAART (2), 1073-1081, 2021 | 11 | 2021 |
Stability and similarity detection for the biologically inspired temporal pooler algorithms I Rodkin, P Kuderov, AI Panov Procedia Computer Science 213, 570-579, 2022 | 4 | 2022 |
Intrinsic motivation to learn action-state representation with hierarchical temporal memory E Dzhivelikian, A Latyshev, P Kuderov, AI Panov International Conference on Brain Informatics, 13-24, 2021 | 4 | 2021 |
Learning hidden Markov model of stochastic environment with bio-inspired probabilistic temporal memory E Dzhivelikian, P Kuderov, AI Panov Biologically Inspired Cognitive Architectures Meeting, 330-339, 2023 | 3 | 2023 |
Stabilize sequential data representation via attraction module P Kuderov, E Dzhivelikian, AI Panov International Conference on Brain Informatics, 83-95, 2023 | 3 | 2023 |
Instruction following with goal-conditioned reinforcement learning in virtual environments Z Volovikova, A Skrynnik, P Kuderov, AI Panov ECAI 2024, 650-657, 2024 | 2 | 2024 |
Learning successor representations with distributed Hebbian temporal memory EA Dzhivelikian, P Kuderov, A Panov | 1 | 2023 |
Hebbian spatial encoder with adaptive sparse connectivity P Kuderov, E Dzhivelikian, AI Panov Cognitive Systems Research 88, 101277, 2024 | | 2024 |
Dynamical Distance Adaptation in Goal-Conditioned Model-Based Reinforcement Learning DV Vasilev, A Latyshev, P Kuderov, N Shiman, AI Panov International Conference on Neuroinformatics, 185-198, 2024 | | 2024 |
Exploring Ensemble Error Exploration for Unsupervised Reinforcement Learning N Shiman, A Latyshev, P Kuderov, A Panov International Conference on Neuroinformatics, 199-209, 2024 | | 2024 |
Soft Adaptive Segments for Bio-Inspired Temporal Memory A Prokhorenko, E Dzhivelikian, P Kuderov, A Panov International Conference on Hybrid Artificial Intelligence Systems, 202-213, 2024 | | 2024 |
Attractor Properties of Spatiotemporal Memory in Effective Sequence Processing Task P Kuderov, E Dzhivelikian, AI Panov Optical Memory and Neural Networks 32 (Suppl 2), S284-S292, 2023 | | 2023 |
Interpreting Decision Process in Offline Reinforcement Learning for Interactive Recommendation Systems Z Volovikova, P Kuderov, AI Panov International Conference on Neural Information Processing, 270-286, 2023 | | 2023 |
Learning Successor Features with Distributed Hebbian Temporal Memory E Dzhivelikian, P Kuderov, AI Panov arXiv preprint arXiv:2310.13391, 2023 | | 2023 |