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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All labels observed (1)

Label	Occurrences
Arthur Guez canonical	2

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 ⓘ

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 ⓘ