Albina Klepach

According to our database, Albina Klepach authored at least 7 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Vintix II: Decision Pre-Trained Transformer is a Scalable In-Context Reinforcement Learner.

Andrei Polubarov, Nikita Lyubaykin, Alexander Derevyagin, Artyom Grishin, Igor Saprygin, Aleksandr Serkov, Mark Averchenko, Daniil Tikhonov, Maksim Zhdanov, Alexander Nikulin, Ilya Zisman, Albina Klepach, Alexey Zemtsov, Vladislav Kurenkov

CoRR, April, 2026

Vision-Language Models Unlock Task-Centric Latent Actions.

Alexander Nikulin, Ilya Zisman, Albina Klepach, Denis Tarasov, Alexander Derevyagin, Andrei Polubarov, Nikita Lyubaykin, Vladislav Kurenkov

CoRR, January, 2026

An effective control of large systems of active particles: An application to evacuation problem.

Albina Klepach, Egor E. Nuzhin, Alexey A. Tsukanov, Nikolai V. Brilliantov

Commun. Nonlinear Sci. Numer. Simul., 2026

Object-Centric Latent Action Learning.

Albina Klepach, Alexander Nikulin, Ilya Zisman, Denis Tarasov, Alexander Derevyagin, Andrei Polubarov, Nikita Lyubaykin, Igor Kiselev, Vladislav Kurenkov

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

NinA: Normalizing Flows in Action. Training VLA Models with Normalizing Flows.

Denis Tarasov, Alexander Nikulin, Ilya Zisman, Albina Klepach, Nikita Lyubaykin, Andrei Polubarov, Alexander Derevyagin, Vladislav Kurenkov

CoRR, August, 2025

Yes, Q-learning Helps Offline In-Context RL.

Denis Tarasov, Alexander Nikulin, Ilya Zisman, Albina Klepach, Andrei Polubarov, Nikita Lyubaykin, Alexander Derevyagin, Igor Kiselev, Vladislav Kurenkov

CoRR, February, 2025

Object-Centric Latent Action Learning.

Albina Klepach, Alexander Nikulin, Ilya Zisman, Denis Tarasov, Alexander Derevyagin, Andrei Polubarov, Nikita Lyubaykin, Vladislav Kurenkov

CoRR, February, 2025