Ilya Loshchilov
3 papers · 2018–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
🐣
Hot Topic Early Bird
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Research topics
Deep Learning
(3)
Machine Learning
(3)
Optimization & Theory · Machine Learning
(2)
Techniques
(2)
Artificial Intelligence
(1)
Reinforcement Learning
(1)
Applications
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
deep reinforcement learning
(1)
representation learning
(1)
reinforcement learning
(1)
sample efficiency
(1)
policy gradient
(1)
attention mechanism
(1)
deep learning
(1)
neural network optimization
(1)
global optimization
(1)
game playing
(1)
atari game
(1)
weight decay
(1)
game ai
(1)
generalization performance
(1)
adaptive gradient
(1)
natural evolution strategy
(1)
evolution strategies
(1)
token embedding
(1)
natural evolution strategies
(1)
normalized transformer
(1)