Stig Petersen

发表

Human-level control through deep reinforcement learning

Shane Legg, Alex Graves, Marc G. Bellemare, 2015, Nature.

Vector-based navigation using grid-like representations in artificial agents

Razvan Pascanu, Raia Hadsell, Fabio Viola, 2018, Nature.

Massively Parallel Methods for Deep Reinforcement Learning pdf

Shane Legg, Praveen Srinivasan, Koray Kavukcuoglu, 2015, ArXiv.

DeepMind Lab pdf

Shane Legg, Víctor Valdés, Joel Z. Leibo, 2016, ArXiv.

StarCraft II: A New Challenge for Reinforcement Learning pdf

Tom Schaul, Oriol Vinyals, Karen Simonyan, 2017, ArXiv.

Protein structure prediction using multiple deep neural networks in the 13th Critical Assessment of Protein Structure Prediction (CASP13)

Pushmeet Kohli, Demis Hassabis, Karen Simonyan, 2019, Proteins.

Highly accurate protein structure prediction with AlphaFold

Oriol Vinyals, K. Kavukcuoglu, D. Hassabis, 2021, Nature.

Pushing the frontiers of density functionals by solving the fractional electron problem

Alexander L. Gaunt, Alexander W. R. Nelson, David H. P. Turban, 2021, Science.

N ETWORKS : U NIFYING D EEP AND S PECTRAL L EARNING

Stig Petersen, D. Pfau, D. Barrett, 2019 .

Response to Comment on “Pushing the frontiers of density functionals by solving the fractional electron problem”

Alexander L. Gaunt, Alexander W. R. Nelson, David H. P. Turban, 2022, Science.

Highly accurate protein structure prediction for the human proteome

K. Kavukcuoglu, D. Hassabis, A. Senior, 2021, Nature.

Improved protein structure prediction using potentials from deep learning

Demis Hassabis, Karen Simonyan, David T. Jones, 2020, Nature.

Applying and improving AlphaFold at CASP14

Oriol Vinyals, K. Kavukcuoglu, D. Hassabis, 2021, Proteins.

AlphaFold Protein Structure Database: massively expanding the structural coverage of protein-sequence space with high-accuracy models

D. Hassabis, Stig Petersen, Pushmeet Kohli, 2021, Nucleic Acids Res..

Improved protein structure prediction using potentials from deep learning

David T. Jones, L. Sifre, K. Kavukcuoglu, 2020, Nature.

Protein structure prediction using multiple deep neural networks in the 13th Critical Assessment of Protein Structure Prediction (CASP13)

Pushmeet Kohli, Demis Hassabis, Karen Simonyan, 2019, Proteins.

AlphaFold: Improved protein structure prediction using

David T. Jones, L. Sifre, K. Kavukcuoglu, 2019 .

Spectral Inference Networks: Unifying Deep and Spectral Learning

David Pfau, Ashish Agarwal, Stig Petersen, 2018, ICLR.

Spectral Inference Networks: Unifying Spectral Methods With Deep Learning pdf

David Pfau, Ashish Agarwal, Stig Petersen, 2018, ArXiv.

Human-level control through deep reinforcement learning

Marc G. Bellemare, Martin A. Riedmiller, Andrei A. Rusu, 2015, Nature.

Vector-based navigation using grid-like representations in artificial agents

Neil C. Rabinowitz, T. Lillicrap, K. Kavukcuoglu, 2018, Nature.