Polubarov, Andrei

7 publications

ICML 2025 Latent Action Learning Requires Supervision in the Presence of Distractors Alexander Nikulin, Ilya Zisman, Denis Tarasov, Lyubaykin Nikita, Andrei Polubarov, Igor Kiselev, Vladislav Kurenkov

ICLRW 2025 Latent Action Learning Requires Supervision in the Presence of Distractors Alexander Nikulin, Ilya Zisman, Denis Tarasov, Lyubaykin Nikita, Andrei Polubarov, Igor Kiselev, Vladislav Kurenkov

ICLRW 2025 N-Gram Induction Heads for In-Context RL: Improving Stability and Reducing Data Needs Ilya Zisman, Alexander Nikulin, Viacheslav Sinii, Denis Tarasov, Lyubaykin Nikita, Andrei Polubarov, Igor Kiselev, Vladislav Kurenkov

ICLRW 2025 Object-Centric Latent Action Learning Albina Klepach, Alexander Nikulin, Ilya Zisman, Denis Tarasov, Alexander Derevyagin, Andrei Polubarov, Lyubaykin Nikita, Vladislav Kurenkov

ICML 2025 Vintix: Action Model via In-Context Reinforcement Learning Andrei Polubarov, Lyubaykin Nikita, Alexander Derevyagin, Ilya Zisman, Denis Tarasov, Alexander Nikulin, Vladislav Kurenkov

ICLRW 2025 Yes, Q-Learning Helps Offline In-Context RL Denis Tarasov, Alexander Nikulin, Ilya Zisman, Albina Klepach, Andrei Polubarov, Lyubaykin Nikita, Alexander Derevyagin, Igor Kiselev, Vladislav Kurenkov

NeurIPSW 2024 N-Gram Induction Heads for In-Context RL: Improving Stability and Reducing Data Needs Ilya Zisman, Alexander Nikulin, Andrei Polubarov, Lyubaykin Nikita, Vladislav Kurenkov