Ilya Zisman

According to our database, Ilya Zisman authored at least 17 papers between 2023 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

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

cadrille: Multi-modal CAD Reconstruction with Online Reinforcement Learning.

Maksim Kolodiazhnyi, Denis Tarasov, Dmitrii Zhemchuzhnikov, Alexander Nikulin, Ilya Zisman, Anna Vorontsova, Anton Konushin, Vladislav Kurenkov, Danila Rukhovich

CoRR, May, 2025

Zero-Shot Adaptation of Behavioral Foundation Models to Unseen Dynamics.

Maksim Bobrin, Ilya Zisman, Alexander Nikulin, Vladislav Kurenkov, Dmitry V. Dylov

CoRR, May, 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

Vintix: Action Model via In-Context Reinforcement Learning.

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

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Latent Action Learning Requires Supervision in the Presence of Distractors.

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

Proceedings of the Forty-second International Conference on Machine Learning, 2025

XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning.

Alexander Nikulin, Ilya Zisman, Alexey Zemtsov, Vladislav Kurenkov

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

N-Gram Induction Heads for In-Context RL: Improving Stability and Reducing Data Needs.

Ilya Zisman, Alexander Nikulin, Andrei Polubarov, Nikita Lyubaykin, Vladislav Kurenkov

CoRR, 2024

XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning.

Alexander Nikulin, Ilya Zisman, Alexey Zemtsov, Viacheslav Sinii, Vladislav Kurenkov, Sergey Kolesnikov

CoRR, 2024

XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX.

Alexander Nikulin, Vladislav Kurenkov, Ilya Zisman, Artem Agarkov, Viacheslav Sinii, Sergey Kolesnikov

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Emergence of In-Context Reinforcement Learning from Noise Distillation.

Ilya Zisman, Vladislav Kurenkov, Alexander Nikulin, Viacheslav Sinii, Sergey Kolesnikov

Proceedings of the Forty-first International Conference on Machine Learning, 2024

In-Context Reinforcement Learning for Variable Action Spaces.

Viacheslav Sinii, Alexander Nikulin, Vladislav Kurenkov, Ilya Zisman, Sergey Kolesnikov

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Mediated Multi-Agent Reinforcement Learning.

Dmitry Ivanov, Ilya Zisman, Kirill Chernyshev

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023