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Alexey K. Kovalev — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Alexey K. Kovalev
11
papers ·
3
citations ·
6
h-index
Moscow Institute of Physics and Technology · Zhukovsky Air Force Engineering Academy · United States Air Force · Russian Orthodox Institute Sacred Ioann Bogolslov
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Most-cited papers
Recurrent Action Transformer with Memory
2023 · 1 citations
KAGE-Bench: Fast Known-Axis Visual Generalization Evaluation for Reinforcement Learning
2026
Memory Retention Is Not Enough to Master Memory Tasks in Reinforcement Learning
2026
Accelerating Transformers in Online RL
2025
Memory, Benchmark & Robots: A Benchmark for Solving Complex Tasks with Reinforcement Learning
2025
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation
2024
Top co-authors
Egor Cherepanov
· 4
Aleksandr I. Panov
· 3
Daniil Zelezetsky
· 2
Nikita Kachaev
· 2
Aleksandr I. Panov
· 1
Aleksandr I. Panov
· 1
Aleksandr I. Panov
· 1
Alexey Staroverov
· 1
Artem Zholus
· 1
Egor Cherepanov
· 1
Oleg Shchendrigin
· 1
Topics
Model-Based RL
Meta-RL
Policy Gradient
Game AI
Offline RL
Value-Based