Mental Actions and Modelling of Reasoning in Semiotic Approach to AGI. - Alexey K. Kovalev; Aleksandr I. Panov (AGI, 2019)

Hyperdimensional Representations in Semiotic Approach to AGI. - Alexey K. Kovalev; Aleksandr I. Panov; Evgeny Osipov (AGI, 2020)

Applying Vector Symbolic Architecture and Semiotic Approach to Visual Dialog. - Alexey K. Kovalev; Makhmud Shaban; Anfisa A. Chuganskaya; Aleksandr I. Panov (HAIS, 2021)

Question Answering for Visual Navigation in Human-Centered Environments. - Daniil E. Kirilenko; Alexey K. Kovalev; Evgeny Osipov; Aleksandr I. Panov (MICAI (2), 2021)

Graph Strategy for Interpretable Visual Question Answering. - Christina Sarkisyan; Mikhail Savelov; Alexey K. Kovalev; Aleksandr I. Panov (AGI, 2022)

Vector Symbolic Scene Representation for Semantic Place Recognition. - Daniil E. Kirilenko; Alexey K. Kovalev; Yaroslav K. Solomentsev; Alexander Melekhin; Dmitry A. Yudin; Aleksandr I. Panov (IJCNN, 2022)

Vector Semiotic Model for Visual Question Answering. - Alexey K. Kovalev; Makhmud Shaban; Evgeny Osipov; Aleksandr I. Panov (Cogn. Syst. Res., 2022)

Evaluation of Pretrained Large Language Models in Embodied Planning Tasks. - Christina Sarkisyan; Alexandr Korchemnyi; Alexey K. Kovalev; Aleksandr I. Panov (AGI, 2023)

The Problem of Concept Learning and Goals of Reasoning in Large Language Models. - Anfisa A. Chuganskaya; Alexey K. Kovalev; Aleksandr Panov (HAIS, 2023)

Quantized Disentangled Representations for Object-Centric Visual Tasks. - Daniil E. Kirilenko; Alexandr Korchemnyi; Konstantin Smirnov; Alexey K. Kovalev; Aleksandr I. Panov (PReMI, 2023)

Fine-Tuning Multimodal Transformer Models for Generating Actions in Virtual and Real Environments. - Aleksei Staroverov; Andrey S. Gorodetsky; Andrei S. Krishtopik; Uliana A. Izmesteva; Dmitry A. Yudin; Alexey K. Kovalev; Aleksandr I. Panov (IEEE Access, 2023)

Recurrent Memory Decision Transformer. - Arkadii Bessonov; Alexey Staroverov; Huzhenyu Zhang; Alexey K. Kovalev; Dmitry A. Yudin; Aleksandr I. Panov (CoRR, 2023)

Common Sense Plan Verification with Large Language Models. - Danil S. Grigorev; Alexey K. Kovalev; Aleksandr I. Panov (HAIS (2), 2024)

Object-Centric Learning with Slot Mixture Module. - Daniil E. Kirilenko; Vitaliy Vorobyov; Alexey K. Kovalev; Aleksandr Panov (ICLR, 2024)

Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation. - Egor Cherepanov; Nikita Kachaev; Artem Zholus; Alexey K. Kovalev; Aleksandr I. Panov (CoRR, 2024)

Symbolic Disentangled Representations for Images. - Alexandr Korchemnyi; Alexey K. Kovalev; Aleksandr I. Panov (CoRR, 2024)

Sign-based image criteria for social interaction visual question answering. - Anfisa A. Chuganskaya; Alexey K. Kovalev; Aleksandr I. Panov (Log. J. IGPL, 2024)

AmbiK: Dataset of Ambiguous Tasks in Kitchen Environment. - Anastasiia Ivanova; Eva Bakaeva; Zoya Volovikova; Alexey K. Kovalev; Aleksandr Panov (ACL (1), 2025)

Memory, Benchmark & Robots: A Benchmark for Solving Complex Tasks with Reinforcement Learning. - Egor Cherepanov; Nikita Kachaev; Alexey K. Kovalev; Aleksandr I. Panov (CoRR, 2025)

VerifyLLM: LLM-Based Pre-Execution Task Plan Verification for Robots. - Danil S. Grigorev; Alexey K. Kovalev; Aleksandr I. Panov (CoRR, 2025)

LERa: Replanning with Visual Feedback in Instruction Following. - Svyatoslav Pchelintsev; Maxim Patratskiy; Anatoly Onishchenko; Alexandr Korchemnyi; Aleksandr Medvedev; Uliana Vinogradova; Ilya Galuzinsky; Aleksey Postnikov; Alexey K. Kovalev; Aleksandr I. Panov (CoRR, 2025)