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Aleksandr Panov
Head of laboratory, Moscow Independent Research Institute of Artificial Intelligence
Head of laboratory, Cognitive AI Systems Lab
Joined
May 2021
Names
Aleksandr Panov
(Preferred)
,
Aleksandr I. Panov
Emails
****@mipt.ru
(Confirmed)
,
****@airi.net
(Confirmed)
,
****@ya.ru
(Confirmed)
,
****@isa.ru
(Confirmed)
,
****@cogailab.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Semantic Scholar
ACL Anthology
Career & Education History
Head of laboratory
Moscow Independent Research Institute of Artificial Intelligence
(miriai.org)
2025
–
Present
Head of laboratory
Cognitive AI Systems Lab
(cogailab.com)
2025
–
Present
Principal Researcher
Artificial Intelligence Research Institute
(airi.net)
2021
–
2025
Head of laboratory
Center for Cognitive Modelling,
Moscow Institute of Physics and Technology
(mipt.ru)
2011
–
2025
Principal Researcher
Federal Research Center «Computer Science and Control» of Russian Academy of Sciences
(frccsc.ru)
2010
–
2024
Researcher
Higher School of Economics
(hse.ru)
2014
–
2019
Advisors, Relations & Conflicts
PhD Advisor
Petr Kuderov
2020
–
2024
PhD Advisor
Aleksei Staroverov
2019
–
2023
PhD Advisor
Alexey Skrynnik
2018
–
2023
PhD Advisor
Alexey Kovalev
2018
–
2022
Expertise
Embodied AI
2019
–
Present
Reinforcement Learning
2017
–
Present
Cognitive Robotics
2015
–
Present
Multiagent Systems
2015
–
Present
Automated Planning
2010
–
Present
Publications
Learning to Communicate Locally for Large-Scale Multi-Agent Pathfinding
Valeriy Vyaltsev
,
Alsu Sagirova
,
Anton Andreychuk
,
Yuri Kuratov
,
Konstantin Yakovlev
,
Aleksandr Panov
,
Alexey Skrynnik
WoMAPF Oral
Readers:
Everyone
CoRL-MPPI: Enhancing MPPI With Learnable Behaviours For Efficent And Provably-Safe Multi-Robot Collision Avoidance
Stepan Dergachev
,
Artem Pshenitsyn
,
Aleksandr Panov
,
Alexey Skrynnik
,
Konstantin Yakovlev
WoMAPF Oral
Readers:
Everyone
CAMAR: Continuous Actions Multi-Agent Routing
Artem Pshenitsyn
,
Aleksandr Panov
,
Alexey Skrynnik
WoMAPF Oral
Readers:
Everyone
MARL-GPT: Foundation Model for Multi-Agent Reinforcement Learning
Maria Nesterova
,
Mikhail Kolosov
,
Anton Andreychuk
,
Egor Cherepanov
,
Oleg Bulichev
,
Alexey Kovalev
,
Konstantin Yakovlev
,
Aleksandr Panov
,
Alexey Skrynnik
WoMAPF Oral
Readers:
Everyone
CoSMAC: A Benchmark for Evaluating Communication and Coordination in LLM-Based Agents
Anatolii Borzilov
,
Alexey Skrynnik
,
Aleksandr Panov
LaMAS 2026 Poster
Readers:
Everyone
Recurrent Action Transformer with Memory
Egor Cherepanov
,
Aleksei Staroverov
,
Alexey Kovalev
,
Aleksandr Panov
ICLR 2026 Poster
Readers:
Everyone
Memory, Benchmark & Robots: A Benchmark for Solving Complex Tasks with Reinforcement Learning
Egor Cherepanov
,
Nikita Kachaev
,
Alexey Kovalev
,
Aleksandr Panov
ICLR 2026 Poster
Readers:
Everyone
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation
Egor Cherepanov
,
Nikita Kachaev
,
Artem Zholus
,
Alexey Kovalev
,
Aleksandr Panov
ICLR 2026 Poster
Readers:
Everyone
ELMUR: External Layer Memory with Update/Rewrite for Long-Horizon RL Problems
Egor Cherepanov
,
Alexey Kovalev
,
Aleksandr Panov
ICLR 2026 Poster
Readers:
Everyone
Self-Guided Plan Extraction for Instruction-Following Tasks with Goal-Conditional Reinforcement Learning
Zoya Volovikova
,
Nikita Sorokin
,
Dmitriy-Lukashevskiy
,
Aleksandr Panov
,
Alexey Skrynnik
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
View all 135 publications
Co-Authors
A. A. Boyko
A. M. Kaidina
Ahmed Awadallah
Ahmed Hassan Awadallah
Aleksander Karpov
Aleksandr Beznosikov
Aleksei Staroverov
Aleksey Skrynnik
Aleksey Staroverov
Alexander Chernyavskiy
Alexander Melekhin
Alexander Telepov
Alexander V. Shvets
Alexander Vladimirovich Demidovskij
Alexandr Korchemnyi
Alexandra Rak
Alexandra Shlychkova
Alexandra Yakovleva
Alexey K. Kovalev
Alexey Kovalev
Alexey Skrynnik
Alexey Staroverov
Alexey Yu. Lupatov
Ali Younes
Alsu Sagirova
View all 140 co-authors