Alex Graves

E200559

computer scientist machine learning researcher

Alex Graves is a computer scientist and machine learning researcher known for his influential work on recurrent neural networks, deep reinforcement learning, and sequence modeling.

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All labels observed (1)

Label	Occurrences
Alex Graves canonical	5

Statements (46)

Predicate	Object
instanceOf	computer scientist ⓘ machine learning researcher ⓘ
academicDegree	PhD in computer science ⓘ
authorOf	Supervised Sequence Labelling with Recurrent Neural Networks ⓘ
citizenship	United Kingdom ⓘ
coAuthorOf	Differentiable Neural Computers ⓘ surface form: Differentiable Neural Computers paper Neural Turing Machines (contributions) ⓘ surface form: Neural Turing Machines paper Playing Atari with Deep Reinforcement Learning follow-up works ⓘ
doctoralAdvisor	Sethu Vijayakumar ⓘ
educatedAt	University of Edinburgh ⓘ
employer	DeepMind ⓘ surface form: Google DeepMind
fieldOfWork	artificial intelligence ⓘ deep learning ⓘ deep reinforcement learning ⓘ machine learning ⓘ recurrent neural networks ⓘ sequence modeling ⓘ
hasResearchInterest	gradient-based optimization ⓘ handwriting recognition ⓘ memory-augmented neural networks ⓘ probabilistic modeling ⓘ reinforcement learning ⓘ sequence-to-sequence learning ⓘ speech recognition ⓘ
influenced	applications of RNNs in industry ⓘ
influencedBy	Jürgen Schmidhuber ⓘ Sepp Hochreiter ⓘ
knownFor	Differentiable Neural Computers ⓘ Neural Turing Machines (contributions) ⓘ surface form: Neural Turing Machines advances in recurrent neural networks ⓘ deep reinforcement learning for games ⓘ development of Connectionist Temporal Classification ⓘ handwriting recognition with RNNs ⓘ sequence generation with RNNs ⓘ speech recognition with RNNs ⓘ
memberOf	DeepMind ⓘ
nationality	British ⓘ
notableWork	Connectionist Temporal Classification ⓘ Deep Q-Learning ⓘ surface form: Deep Recurrent Q-Learning Differentiable Neural Computers ⓘ Generating sequences with recurrent neural networks ⓘ Long Short-Term Memory applications ⓘ Neural Turing Machines (contributions) ⓘ surface form: Neural Turing Machines Sequence transduction with recurrent neural networks ⓘ
publicationType	conference papers ⓘ journal articles ⓘ

Referenced by (5)

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

Atari deep Q-network → coAuthor → Alex Graves ⓘ

WaveNet → introducedBy → Alex Graves ⓘ

A3C → introducedBy → Alex Graves ⓘ

Volodymyr Mnih → coAuthorWith → Alex Graves ⓘ

Neural Turing Machines (contributions) → hasAuthor → Alex Graves ⓘ

subject surface form: Neural Turing Machines