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Kurenkov, Vladislav

  1. Revisiting the Minimalist Approach to Offline Reinforcement Learning
    2023/05/16 by Tarasov, Denis, Kurenkov, Vladislav, Nikulin, Alexander +1 · 19 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  2. CORL: Research-oriented Deep Offline Reinforcement Learning Library
    2022/10/13 by Tarasov, Denis, Nikulin, Alexander, Akimov, Dmitry +2 · 14 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. 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)
  4. Anti-Exploration by Random Network Distillation
    2023/01/31 by Nikulin, Alexander, Kurenkov, Vladislav, Tarasov, Denis +1 · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  5. cadrille: Multi-modal CAD Reconstruction with Reinforcement Learning
    2025/05/28 by Maksim Kolodiazhnyi, Kolodiazhnyi, Maksim, Denis Tarasov +17 · 1 voice · 1 citation
    Engineering · #3D Shape Modeling and Analysis #Manufacturing Process and Optimization #Robot Manipulation and Learning
  6. 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)
  7. Q-Ensemble for Offline RL: Don't Scale the Ensemble, Scale the Batch Size
    2022/11/20 by Alexander Nikulin, Vladislav Kurenkov, Nikulin, Alexander +7 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Neural Networks and Applications #Machine Learning and ELM
  8. 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
  9. Let Offline RL Flow: Training Conservative Agents in the Latent Space of Normalizing Flows
    2022/11/20 by Dmytro Akimov, Akimov, Dmitriy, Vladislav Kurenkov +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics
  10. 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)
  11. 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
  12. Yes, Q-learning Helps Offline In-Context RL
    2025/02/24 by Denis Tarasov, Tarasov, Denis, Alexander Nikulin +15 · 3 citations
    Computer Science · #Reinforcement Learning in Robotics #Stochastic Gradient Optimization Techniques #Domain Adaptation and Few-Shot Learning
  13. 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)
  14. Object-Centric Latent Action Learning
    2025/02/13 by A. Klepach, Klepach, Albina, Alexander Nikulin +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
  15. 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)