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Kurin, Vitaly

  1. A Generalist Neural Algorithmic Learner
    2022/09/22 by Borja Ibarz, Vitaly Kurin, Ibarz, Borja +27 · 2 voices · 4 citations
    Computer Science · #Machine Learning and Algorithms #Advanced Graph Neural Networks #Advanced Neural Network Applications
  2. In Defense of the Unitary Scalarization for Deep Multi-Task Learning
    2022/01/11 by Kurin, Vitaly, De Palma, Alessandro, Kostrikov, Ilya +2 · 9 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. Deep Coordination Graphs
    2019/09/27 by Wendelin Böhmer, Vitaly Kurin, Böhmer, Wendelin +3 · 7 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Optimization and Search Problems
  4. My Body is a Cage: the Role of Morphology in Graph-Based Incompatible Control
    2020/10/05 by Kurin, Vitaly, Igl, Maximilian, Rocktäschel, Tim +2 · 7 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  5. Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models
    2025/04/04 by NVIDIA, :, Blakeman, Aaron +198 · 29 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research
    2021/09/27 by Samvelyan, Mikayel, Kirk, Robert, Kurin, Vitaly +7 · 6 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  7. Fast Context Adaptation via Meta-Learning
    2018/10/08 by Luisa Zintgraf, Kyriacos Shiarlis, Zintgraf, Luisa M +7 · 6 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Machine Learning in Healthcare
  8. NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model
    2025/08/20 by NVIDIA, Aarti Basant, : +305 · 24 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
  9. The Atari Grand Challenge Dataset
    2017/05/31 by Vitaly Kurin, Kurin, Vitaly, Sebastian Nowozin +7 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Reinforcement Learning in Robotics
  10. Learning from Demonstration in the Wild
    2018/11/08 by Behbahani, Feryal, Shiarlis, Kyriacos, Chen, Xi +8 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  11. NVIDIA Nemotron 3: Efficient and Open Intelligence
    2025/12/24 by NVIDIA, :, Blakeman, Aaron +356 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. You May Not Need Ratio Clipping in PPO
    2022/01/31 by Mingfei Sun, Vitaly Kurin, Sun, Mingfei +11 · 1 citation
    Computer Science · #Machine Learning and Algorithms #Advanced Multi-Objective Optimization Algorithms #Machine Learning and Data Classification
  13. Nemotron 3 Nano: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
    2025/12/23 by NVIDIA, :, Aaron Blakeman +623 · 1 voice · 2 citations
    #cs.CL #cs.AI #cs.LG