Ilya Zisman

According to our database, Ilya Zisman authored at least 7 papers between 2023 and 2025.

Collaborative distances:

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

2025

Vintix: Action Model via In-Context Reinforcement Learning.

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

CoRR, January, 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 38: 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