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Panov, I. L.
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1

Learning Hidden Markov Model of Stochastic Environment with..:

, In: Biologically Inspired Cognitive Architectures 2023; Studies in Computational Intelligence,
Dzhivelikian, Evgenii ; Kuderov, Petr ; Panov, Aleksandr I. - p. 330-339 , 2024
Link: https://doi.org/10.1007/..
 
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2

Graph Strategy for Interpretable Visual Question Answering:

, In: Artificial General Intelligence; Lecture Notes in Computer Science,
Sarkisyan, Christina ; Savelov, Mikhail ; Kovalev, Alexey K.. - p. 86-99 , 2023
Link: https://doi.org/10.1007/..
 
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3

Stabilize Sequential Data Representation via Attraction Mod..:

, In: Brain Informatics; Lecture Notes in Computer Science,
Kuderov, Petr ; Dzhivelikian, Evgenii ; Panov, Aleksandr I. - p. 83-95 , 2023
Link: https://doi.org/10.1007/..
 
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4

Evaluation of Pretrained Large Language Models in Embodied ..:

, In: Artificial General Intelligence; Lecture Notes in Computer Science,
Sarkisyan, Christina ; Korchemnyi, Alexandr ; Kovalev, Alexey K.. - p. 222-232 , 2023
Link: https://doi.org/10.1007/..
 
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5

Quantized Disentangled Representations for Object-Centric V..:

, In: Lecture Notes in Computer Science; Pattern Recognition and Machine Intelligence,
Kirilenko, Daniil ; Korchemnyi, Alexandr ; Smirnov, Konstantin.. - p. 514-522 , 2023
Link: https://doi.org/10.1007/..
 
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6

Interpreting Decision Process in Offline Reinforcement Lear..:

, In: Communications in Computer and Information Science; Neural Information Processing,
Volovikova, Zoya ; Kuderov, Petr ; Panov, Aleksandr I. - p. 270-286 , 2023
Link: https://doi.org/10.1007/..
 
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7

Planning Maneuvers for Autonomous Driving Based on Offline ..:

, In: Proceedings of the Seventh International Scientific Conference "Intelligent Information Technologies for Industry" (IITI'23); Lecture Notes in Networks and Systems,
Melkumov, Mikhail ; Panov, Aleksandr I. - p. 65-74 , 2023
Link: https://doi.org/10.1007/..
 
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8

HPointLoc: Point-Based Indoor Place Recognition Using Synth..:

, In: Neural Information Processing; Lecture Notes in Computer Science,
Yudin, Dmitry ; Solomentsev, Yaroslav ; Musaev, Ruslan.. - p. 471-484 , 2023
Link: https://doi.org/10.1007/..
 
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9

Addressing Task Prioritization in Model-based Reinforcement..:

, In: Studies in Computational Intelligence; Advances in Neural Computation, Machine Learning, and Cognitive Research VI,
Zholus, Artem ; Ivchenkov, Yaroslav ; Panov, Aleksandr I. - p. 19-30 , 2022
Link: https://doi.org/10.1007/..
 
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10

Case-Based Task Generalization in Model-Based Reinforcement..:

, In: Artificial General Intelligence; Lecture Notes in Computer Science,
Zholus, Artem ; Panov, Aleksandr I. - p. 344-354 , 2022
Link: https://doi.org/10.1007/..
 
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11

Learning Adaptive Parking Maneuvers for Self-driving Cars:

, In: Proceedings of the Sixth International Scientific Conference "Intelligent Information Technologies for Industry" (IITI'22); Lecture Notes in Networks and Systems,
Gorbov, Gregory ; Jamal, Mais ; Panov, Aleksandr I. - p. 283-292 , 2022
Link: https://doi.org/10.1007/..
 
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12

Vector Symbolic Scene Representation for Semantic Place Rec..:

, In: 2022 International Joint Conference on Neural Networks (IJCNN),
Kirilenko, Daniil ; Kovalev, Alexey K. ; Solomentsev, Yaroslav... - p. 1-8 , 2022
Link: https://doi.org/10.1109/..
 
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13

Application of Deep Reinforcement Learning Methods in Debt ..:

, In: Lecture Notes in Networks and Systems; Proceedings of the Fifth International Scientific Conference "Intelligent Information Technologies for Industry" (IITI'21),
Kuzmin, Gleb ; Panov, Aleksandr I. ; Razvorotnev, Ivan. - p. 66-77 , 2021
Link: https://doi.org/10.1007/..
 
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14

Flexible Data Augmentation in Off-Policy Reinforcement Lear..:

, In: Artificial Intelligence and Soft Computing; Lecture Notes in Computer Science,
Rak, Alexandra ; Skrynnik, Alexey ; Panov, Aleksandr I. - p. 224-235 , 2021
Link: https://doi.org/10.1007/..
 
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15

Intrinsic Motivation to Learn Action-State Representation w..:

, In: Brain Informatics; Lecture Notes in Computer Science,
Dzhivelikian, Evgenii ; Latyshev, Artem ; Kuderov, Petr. - p. 13-24 , 2021
Link: https://doi.org/10.1007/..
 
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