Graves, Alex

Human-level control through deep reinforcement learning

Mnih, V., Kavukcuoglu, K., Silver, D., Rusu, A. A., Veness, J., Bellemare, M. G., Graves, A., Riedmiller, M., Fidjeland, A. K., Ostrovski, G., et al. (2015) · Nature

Reinforcement Learning in RoboticsArtificial Intelligence in Games

Cited by 30,357

Playing Atari with Deep Reinforcement Learning

Mnih, V., Kavukcuoglu, K., Silver, D., Graves, A., Antonoglou, I., Wierstra, D., & Riedmiller, M. (2013) · arXiv

Reinforcement Learning in RoboticsArtificial Intelligence in Games

Cited by 9,471

Speech recognition with deep recurrent neural networks

Graves, A., Mohamed, A.-R., & Hinton, G. (2013) · 2013 IEEE International Conference on Acoustics, Speech and Signal Processing

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 8,893

Asynchronous Methods for Deep Reinforcement Learning

Mnih, V., Badia, A. P., Mirza, M., Graves, A., Lillicrap, T. P., Harley, T., Silver, D., & Kavukcuoglu, K. (2016) · arXiv

Reinforcement Learning in RoboticsArtificial Intelligence in Games

Cited by 7,132

Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks

Graves, A., Fernández, S., Gomez, F., & Schmidhuber, J. (2006) · Proceedings of the 23rd international conference on Machine learning - ICML '06

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 5,370

Supervised Sequence Labelling with Recurrent Neural Networks

Graves, A. (2012) · Studies in Computational Intelligence

Topic ModelingNeural Networks and Applications

Cited by 3,120

Long Short-Term Memory

Graves, A. (2012) · Studies in Computational Intelligence

Neural Networks and ApplicationsTopic Modeling

Cited by 2,727

Hybrid computing using a neural network with dynamic external memory

Graves, A., Wayne, G., Reynolds, M., Harley, T., Danihelka, I., Grabska-Barwińska, A., Colmenarejo, S. G., Grefenstette, E., Ramalho, T., Agapiou, J., et al. (2016) · Nature

Neural Networks and ApplicationsTopic Modeling

Cited by 1,412

Neural Turing Machines

Graves, A., Wayne, G., & Danihelka, I. (2014) · arXiv

Neural Networks and ApplicationsNeural Networks and Reservoir Computing

Cited by 1,058

Bidirectional LSTM Networks for Improved Phoneme Classification and Recognition

Graves, A., Fernández, S., & Schmidhuber, J. (2005) · Lecture Notes in Computer Science

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 925

Adaptive Computation Time for Recurrent Neural Networks

Graves, A. (2016) · arXiv

Neural Networks and ApplicationsTopic Modeling

Cited by 335

Multi-dimensional Recurrent Neural Networks

Graves, A., Fernández, S., & Schmidhuber, J. (2007) · Lecture Notes in Computer Science

Advanced Neural Network ApplicationsNeural Networks and Applications

Cited by 303

Neural Networks

Graves, A. (2012) · Studies in Computational Intelligence

Neural Networks and ApplicationsMachine Learning and ELM

Cited by 265

Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes

Rae, J. W., Hunt, J. J., Harley, T., Danihelka, I., Senior, A., Wayne, G., Graves, A., & Lillicrap, T. P. (2016) · arXiv

Neural Networks and ApplicationsTopic Modeling

Cited by 89