Arthur Guez

E455377
machine learning researcher person

Arthur Guez is a machine learning researcher known for his contributions to deep reinforcement learning, including co-developing the Double DQN algorithm.

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Arthur Guez canonical 2

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Statements (32)

Predicate Object
instanceOf machine learning researcher ⓘ
person ⓘ
affiliation DeepMind reinforcement learning team NERFINISHED ⓘ
coAuthorOf Bayes-Adaptive Monte-Carlo Planning and Learning in POMDPs NERFINISHED ⓘ
Bayes-Adaptive Planning in Markov Decision Processes NERFINISHED ⓘ
Deep Reinforcement Learning with Double Q-learning NERFINISHED ⓘ
Efficient Bayes-Adaptive Reinforcement Learning using Sample-Based Search NERFINISHED ⓘ
Information-Theoretic Regret Bounds for Online Nonparametric Regression NERFINISHED ⓘ
Investigating Model-Free Planning in Human Choice Prediction NERFINISHED ⓘ
Sample-based Search for Optimal Planning in Markov Decision Processes NERFINISHED ⓘ
coAuthorWith David Silver NERFINISHED ⓘ
Hado van Hasselt NERFINISHED ⓘ
coDeveloperOf Double DQN algorithm NERFINISHED ⓘ
doctoralThesisTopic Bayes-adaptive planning and learning in Markov decision processes NERFINISHED ⓘ
educatedAt McGill University NERFINISHED ⓘ
employer Google DeepMind NERFINISHED ⓘ
fieldOfWork artificial intelligence ⓘ
deep reinforcement learning ⓘ
machine learning ⓘ
reinforcement learning ⓘ
gender male ⓘ
hasAcademicAdvisor Doina Precup NERFINISHED ⓘ
hasCitation Deep Reinforcement Learning with Double Q-learning (2015) NERFINISHED ⓘ
knownFor Double DQN algorithm NERFINISHED ⓘ
memberOf DeepMind NERFINISHED ⓘ
nationality French ⓘ
notableWork Deep Reinforcement Learning with Double Q-learning NERFINISHED ⓘ
researchInterest Monte Carlo tree search NERFINISHED ⓘ
model-based reinforcement learning ⓘ
planning in reinforcement learning ⓘ
worksOn applications of deep RL to games ⓘ
sample-efficient reinforcement learning ⓘ

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Referenced by (2)

Full triples — surface form annotated when it differs from this entity's canonical label.

Double DQN → introducedBy → Arthur Guez ⓘ
AlphaGo Zero → hasAuthor → Arthur Guez ⓘ