Zisman, Ilya

1. XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX
   2023/12/19 by Nikulin, Alexander, Kurenkov, Vladislav, Zisman, Ilya +3 · 12 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. cadrille: Multi-modal CAD Reconstruction with Reinforcement Learning
   2025/05/28 by Maksim Kolodiazhnyi, Denis Tarasov, Kolodiazhnyi, Maksim +17 · 1 voice · 1 citation
   Engineering · #3D Shape Modeling and Analysis #Manufacturing Process and Optimization #Robot Manipulation and Learning
3. Emergence of In-Context Reinforcement Learning from Noise Distillation
   2023/12/19 by Zisman, Ilya, Kurenkov, Vladislav, Nikulin, Alexander +2 · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. In-Context Reinforcement Learning for Variable Action Spaces
   2023/12/20 by Viacheslav Sinii, Alexander Nikulin, Sinii, Viacheslav +7 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
5. XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning
   2024/06/13 by Nikulin, Alexander, Zisman, Ilya, Zemtsov, Alexey +1 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Latent Action Learning Requires Supervision in the Presence of Distractors
   2025/02/01 by Alexander Nikulin, Ilya Zisman, Nikulin, Alexander +10 · 3 citations
   Psychology · Medicine · #Digital Mental Health Interventions #Simulation-Based Education in Healthcare #Action Observation and Synchronization
7. Yes, Q-learning Helps Offline In-Context RL
   2025/02/24 by Denis Tarasov, Alexander Nikulin, Tarasov, Denis +15 · 3 citations
   Computer Science · #Reinforcement Learning in Robotics #Stochastic Gradient Optimization Techniques #Domain Adaptation and Few-Shot Learning
8. N-Gram Induction Heads for In-Context RL: Improving Stability and Reducing Data Needs
   2024/11/04 by Zisman, Ilya, Nikulin, Alexander, Sinii, Viacheslav +5 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. Object-Centric Latent Action Learning
   2025/02/13 by A. Klepach, Alexander Nikulin, Klepach, Albina +13 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
10. Vintix: Action Model via In-Context Reinforcement Learning
    2025/01/31 by Polubarov, Andrey, Lyubaykin, Nikita, Derevyagin, Alexander +4 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)