Publications
I'm interested in deep reinforcement learning, imitation learning and sequential decision making.
|
|
Emergence of In-Context Reinforcement Learning from Noise Distillation
Ilya Zisman, Vladislav Kurenkov, Alexander Nikulin, Viacheslav Sinii, Sergey Kolesnikov
arXiv, 2024
arxiv /
code (soon) /
|
|
XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX
Alexander Nikulin, Vladislav Kurenkov, Ilya Zisman, Artem Agarkov, Viacheslav Sinii, Sergey Kolesnikov
arXiv, 2024
arxiv /
code /
|
|
In-Context Reinforcement Learning for Variable Action Spaces
Viacheslav Sinii, Alexander Nikulin, Vladislav Kurenkov, Ilya Zisman, Sergey Kolesnikov
arXiv, 2024
arxiv /
code (soon) /
|
|
Mediated Multi-Agent Reinforcement Learning
Dmitry Ivanov, Ilya Zisman, Kirill Chernyshev
AAMAS, 2023
arxiv /
code (soon) /
|
|
Machine learning models for photonic crystals band diagram prediction and gap optimisation
Alexander Nikulin, Ilya Zisman, Manfred Eich, A.Y. Petrov, Alexander Itin
Photonics and Nanostructures - Fundamentals and Applications, 2022
pdf /
code (soon) /
|
|