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Aleksandr Panov

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

21

Venues

7

Active years

2023–2026

Best venue rank

A*

Where they publish

Papers

21 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAICAMAR: Continuous Actions Multi-Agent Routing.Artem Pshenitsyn, Aleksandr Panov, Alexey Skrynnik
2026ACLSelf-Guided Plan Extraction for Instruction-Following Tasks with Goal-Conditional Reinforcement Learning.Zoya Volovikova, Nikita Sorokin, Dmitriy Lukashevskiy, Aleksandr Panov, Alexey Skrynnik
2025AAAIMAPF-GPT: Imitation Learning for Multi-Agent Pathfinding at Scale.Anton Andreychuk, Konstantin S. Yakovlev, Aleksandr Panov, Alexey Skrynnik
2025ACLAmbiK: Dataset of Ambiguous Tasks in Kitchen Environment.Anastasiia Ivanova, Eva Bakaeva, Zoya Volovikova, Alexey K. Kovalev, Aleksandr Panov
2025ACLCrafText Benchmark: Advancing Instruction Following in Complex Multimodal Open-Ended World.Zoya Volovikova, Gregory Gorbov, Petr Kuderov, Aleksandr Panov, Alexey Skrynnik
2025HAISRAPID: Robust Adaptive Probabilistic Inference with DINO Features.Vladimir Frolov, Vitaliy Vorobyov, Leonid Ugadiarov, Aleksandr Panov
2025ICANNObject-Centric Dreamer.Leonid Ugadiarov, Vitaliy Vorobyov, Aleksandr Panov
2025ICLRLearning Successor Features with Distributed Hebbian Temporal Memory.Evgenii Aleksandrovich Dzhivelikian, Petr Kuderov, Aleksandr Panov
2025ICLRPOGEMA: A Benchmark Platform for Cooperative Multi-Agent Pathfinding.Alexey Skrynnik, Anton Andreychuk, Anatolii Borzilov, Alexander Chernyavskiy, Konstantin S. Yakovlev, Aleksandr Panov
2025IROSAdvancing Learnable Multi-Agent Pathfinding Solvers with Active Fine-Tuning.Anton Andreychuk, Konstantin S. Yakovlev, Aleksandr Panov, Alexey Skrynnik
2025IROSM3PO: Massively Multi-Task Model-Based Policy Optimization.Aditya Narendra, Dmitry Makarov, Aleksandr Panov
2024AAAILearn to Follow: Decentralized Lifelong Multi-Agent Pathfinding via Planning and Learning.Alexey Skrynnik, Anton Andreychuk, Maria Nesterova, Konstantin S. Yakovlev, Aleksandr Panov
2024AAAIDecentralized Monte Carlo Tree Search for Partially Observable Multi-Agent Pathfinding.Alexey Skrynnik, Anton Andreychuk, Konstantin S. Yakovlev, Aleksandr Panov
2024HAISSoft Adaptive Segments for Bio-Inspired Temporal Memory.Artem Prokhorenko, Evgenii Dzhivelikian, Petr Kuderov, Aleksandr Panov
2024ICLRObject-Centric Learning with Slot Mixture Module.Daniil E. Kirilenko, Vitaliy Vorobyov, Alexey K. Kovalev, Aleksandr Panov
2024ICLRGradual Optimization Learning for Conformational Energy Minimization.Artem Tsypin, Leonid Ugadiarov, Kuzma Khrabrov, Alexander Telepov, Egor Rumiantsev, Alexey Skrynnik, Aleksandr Panov, Dmitry P. Vetrov, Elena Tutubalina, Artur Kadurin
2024ICRANeural Potential Field for Obstacle-Aware Local Motion Planning.Muhammad Alhaddad, Konstantin Mironov, Aleksey Staroverov, Aleksandr Panov
2024IROSModel-based Policy Optimization using Symbolic World Model.Andrey Gorodetskiy, Konstantin Mironov, Aleksandr Panov
2023AAAITransPath: Learning Heuristics for Grid-Based Pathfinding via Transformers.Daniil E. Kirilenko, Anton Andreychuk, Aleksandr Panov, Konstantin S. Yakovlev
2023HAISThe Problem of Concept Learning and Goals of Reasoning in Large Language Models.Anfisa A. Chuganskaya, Alexey K. Kovalev, Aleksandr Panov
2023HAISMonte-Carlo Tree Search for Multi-agent Pathfinding: Preliminary Results.Yelisey Pitanov, Alexey Skrynnik, Anton Andreychuk, Konstantin S. Yakovlev, Aleksandr Panov