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Aleksandr I. Panov

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Object-Centric Learning with Slot Mixture Module

Nov 08, 2023
Daniil Kirilenko, Vitaliy Vorobyov, Alexey K. Kovalev, Aleksandr I. Panov

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Gradual Optimization Learning for Conformational Energy Minimization

Nov 05, 2023
Artem Tsypin, Leonid Ugadiarov, Kuzma Khrabrov, Manvel Avetisian, Alexander Telepov, Egor Rumiantsev, Alexey Skrynnik, Aleksandr I. Panov, Dmitry Vetrov, Elena Tutubalina, Artur Kadurin

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Graphical Object-Centric Actor-Critic

Oct 26, 2023
Leonid Ugadiarov, Aleksandr I. Panov

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Learning Successor Representations with Distributed Hebbian Temporal Memory

Oct 20, 2023
Evgenii Dzhivelikian, Petr Kuderov, Aleksandr I. Panov

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Recurrent Memory Decision Transformer

Jul 05, 2023
Arkadii Bessonov, Alexey Staroverov, Huzhenyu Zhang, Alexey K. Kovalev, Dmitry Yudin, Aleksandr I. Panov

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Intrinsic Motivation in Model-based Reinforcement Learning: A Brief Review

Jan 24, 2023
Artem Latyshev, Aleksandr I. Panov

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HPointLoc: Point-based Indoor Place Recognition using Synthetic RGB-D Images

Dec 30, 2022
Dmitry Yudin, Yaroslav Solomentsev, Ruslan Musaev, Aleksei Staroverov, Aleksandr I. Panov

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POGEMA: Partially Observable Grid Environment for Multiple Agents

Jun 22, 2022
Alexey Skrynnik, Anton Andreychuk, Konstantin Yakovlev, Aleksandr I. Panov

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IGLU Gridworld: Simple and Fast Environment for Embodied Dialog Agents

May 31, 2022
Artem Zholus, Alexey Skrynnik, Shrestha Mohanty, Zoya Volovikova, Julia Kiseleva, Artur Szlam, Marc-Alexandre Coté, Aleksandr I. Panov

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