Mastering the game of Go with deep neural networks and tree search

Овладение игрой Го с помощью глубоких нейронных сетей и поиска по дереву

David Silver, Koray Kavukcuoglu, Demis Hassabis, Ilya Sutskever, George van den Driessche, Laurent Sifre, Ioannis Antonoglou, Julian Schrittwieser, Timothy Lillicrap, Arthur Guez, Dominik Grewe, Aja Huang, Chris J. Maddison, Veda Panneershelvam, Marc Lanctot, Sander Dieleman, John Nham, Nal Kalchbrenner, Madeleine Leach, Thore Graepel

2016-01-26

SCID: 54.1/2bcmuck7 Discuss with AI

Publication Details

DOI

10.1038/nature16961

Publication Date

2016-01-26

Journal

Publisher

ISSN

Access Type

Author Information

Authors

David Silver

Koray Kavukcuoglu

Demis Hassabis

Ilya Sutskever

George van den Driessche

Laurent Sifre

Ioannis Antonoglou

Julian Schrittwieser

Timothy Lillicrap

Arthur Guez

Dominik Grewe

Aja Huang

Chris J. Maddison

Veda Panneershelvam

Marc Lanctot

Sander Dieleman

John Nham

Nal Kalchbrenner

Madeleine Leach

Thore Graepel

Download PDF

Make a presentation

References available in scid.ai1

ImageNet classification with deep convolutional neural networks2017

Cited by20

Deep Learning with Differential Privacy2016 Deep Reinforcement Learning: A Brief Survey2017 Machine Learning for Fluid Mechanics2019 Recent advances and applications of machine learning in solid-state materials science2019 Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence2023 Review of Deep Learning Algorithms and Architectures2019 Deep learning in bioinformatics2016 Automated Machine Learning2019 Toward Causal Representation Learning2021 Machine learning & artificial intelligence in the quantum domain: a review of recent progress2018 Deep-Learning-Enabled On-Demand Design of Chiral Metamaterials2018 Interpretable machine learning: Fundamental principles and 10 grand challenges2022 Interactive machine learning for health informatics: when do we need the human-in-the-loop?2016 Training Spiking Neural Networks Using Lessons From Deep Learning2023 Artificial intelligence in information systems research: A systematic literature review and research agenda2021 On Defining Artificial Intelligence2019 Semantic Communications for Future Internet: Fundamentals, Applications, and Challenges2022 Deep learning for AI2021 On-chip photonic synapse2017 Optimization of global production scheduling with deep reinforcement learning2018