8
Publications
1.4K
Citations
8
H-Index
2017
Active since
Affiliations
Nicolas Sonnerat is an author at Google DeepMind (United Kingdom) specializing in computer science, engineering, and machine learning.
Top concepts
EngineeringComputer ScienceMachine LearningArtificial IntelligenceData ScienceDeep LearningCognitive ScienceComputer VisionMultimodal LearningGenerative Models
Publications per year
2017–2024
8
8
Human-level performance in 3D multiplayer games with population-based reinforcement learning
Max Jaderberg, Wojciech Marian Czarnecki, Iain Dunning et al. · Science · 2019 · 665 citations · Full text
Value-Decomposition Networks For Cooperative Multi-Agent Learning Based On Team Reward
Peter Sunehag, Guy Lever, Audrūnas Gruslys et al. · 2018 · 474 citations
Deep Reinforcement Learning and the Deadly Triad
Hado van Hasselt, Yotam Doron, Florian Strub et al. · arXiv (Cornell University) · 2018 · 110 citations · Full text
Artificial Intelligence, Behavioral Sciences, Cognitive Science +14
SCAN: Learning Hierarchical Compositional Visual Concepts
Irina Higgins, Nicolas Sonnerat, Arka Pal et al. · arXiv (Cornell University) · 2017 · 57 citations · Full text
Artificial Intelligence, Multimodal Llm, Infinite Diversity +14
Solving Mixed Integer Programs Using Neural Networks
Vinod Nair, Sergey Bartunov, Felix Gimeno et al. · arXiv (Cornell University) · 2020 · 42 citations · Full text
Mathematical Programming, Artificial Intelligence, Engineering +19
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