Volodymyr Mnih

E200558

artificial intelligence researcher computer scientist deep learning researcher machine learning researcher

Volodymyr Mnih is a computer scientist and deep learning researcher known for pioneering deep reinforcement learning methods that achieved human-level performance on Atari games.

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All labels observed (1)

Label	Occurrences
Volodymyr Mnih canonical	3

Statements (46)

Predicate	Object
instanceOf	artificial intelligence researcher ⓘ computer scientist ⓘ deep learning researcher ⓘ machine learning researcher ⓘ
affiliation	DeepMind ⓘ
authorOf	Atari deep Q-network ⓘ surface form: Human-level control through deep reinforcement learning
coAuthorOf	Atari deep Q-network ⓘ surface form: Human-level control through deep reinforcement learning Atari deep Q-network ⓘ surface form: Playing Atari with deep reinforcement learning
coAuthorWith	Alex Graves ⓘ Daan Wierstra ⓘ David Silver ⓘ Demis Hassabis ⓘ Ioannis Antonoglou ⓘ Koray Kavukcuoglu ⓘ Martin Riedmiller ⓘ Shane Legg ⓘ
contributedTo	popularization of deep reinforcement learning ⓘ
doctoralAdvisor	Geoffrey Hinton ⓘ
educatedAt	University of Toronto ⓘ
field	artificial intelligence ⓘ deep learning ⓘ deep reinforcement learning ⓘ machine learning ⓘ reinforcement learning ⓘ
hasEmployer	DeepMind ⓘ
influenced	applications of deep learning to sequential decision making ⓘ research on deep Q-networks ⓘ
knownFor	Deep Q-Learning ⓘ surface form: DQN algorithm combining Q-learning with deep convolutional neural networks ⓘ deep reinforcement learning ⓘ experience replay in deep reinforcement learning ⓘ Atari deep Q-network ⓘ surface form: human-level control through deep reinforcement learning playing Atari games with deep reinforcement learning ⓘ target networks in deep Q-learning ⓘ
nationality	Canadian ⓘ
notableWork	Atari deep Q-network ⓘ surface form: Human-level control through deep reinforcement learning Atari deep Q-network ⓘ surface form: Playing Atari with deep reinforcement learning
occupation	AI researcher ⓘ computer scientist ⓘ research scientist ⓘ
publishedIn	Nature ⓘ
researchArea	deep Q-learning ⓘ neural networks ⓘ representation learning for control ⓘ value-based reinforcement learning ⓘ
worksAt	DeepMind ⓘ

Referenced by (3)

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

Atari deep Q-network → firstAuthor → Volodymyr Mnih ⓘ

A3C → introducedBy → Volodymyr Mnih ⓘ

Ioannis Antonoglou → coAuthorWith → Volodymyr Mnih ⓘ