Kovalev, Alexey

10 publications

ICLR 2026 ELMUR: External Layer Memory with Update/Rewrite for Long-Horizon RL Problems Egor Cherepanov, Alexey Kovalev, Aleksandr Panov

ICLR 2026 Memory, Benchmark & Robots: A Benchmark for Solving Complex Tasks with Reinforcement Learning Egor Cherepanov, Nikita Kachaev, Alexey Kovalev, Aleksandr Panov

ICLR 2026 Recurrent Action Transformer with Memory Egor Cherepanov, Aleksei Staroverov, Alexey Kovalev, Aleksandr Panov

ICLR 2026 Unraveling the Complexity of Memory in RL Agents: An Approach for Classification and Evaluation Egor Cherepanov, Nikita Kachaev, Artem Zholus, Alexey Kovalev, Aleksandr Panov

ICLRW 2025 A New Perspective on Transformers in Online Reinforcement Learning for Continuous Control Nikita Kachaev, Daniil Zelezetsky, Alexey Kovalev, Aleksandr Panov

ICLRW 2025 Accelerating Transformers in Online RL Daniil Zelezetsky, Alexey Kovalev, Aleksandr Panov

ICLRW 2025 LookPlanGraph: Embodied Instruction Following Method with VLM Graph Augmentation Anatoly Onishchenko, Alexey Kovalev, Aleksandr Panov

ICLRW 2025 Memory, Benchmark & Robots: A Benchmark for Solving Complex Tasks with Reinforcement Learning Egor Cherepanov, Nikita Kachaev, Alexey Kovalev, Aleksandr Panov

ICLRW 2025 Re:Frame - Retrieving Experience from Associative Memory Daniil Zelezetsky, Egor Cherepanov, Alexey Kovalev, Aleksandr Panov

ICLR 2024 Object-Centric Learning with Slot Mixture Module Daniil Kirilenko, Vitaliy Vorobyov, Alexey Kovalev, Aleksandr Panov