2023
Faster sorting algorithms discovered using deep reinforcement learning.
[DOI]
Daniel J. Mankowitz
,
Andrea Michi
,
Anton Zhernov
,
Marco Gelmi
,
Marco Selvi
,
Cosmin Paduraru
,
Edouard Leurent
,
Shariq Iqbal
,
Jean-Baptiste Lespiau
,
Alex Ahern
,
Thomas Köppe
,
Kevin Millikin
,
Stephen Gaffney
,
Sophie Elster
,
Jackson Broshear
,
Chris Gamble
,
Kieran Milan
,
Robert Tung
,
Minjae Hwang
,
A. Taylan Cemgil
,
Mohammadamin Barekatain
,
Yujia Li
,
Amol Mandhane
,
Thomas Hubert
,
Julian Schrittwieser
,
Demis Hassabis
,
Pushmeet Kohli
,
Martin A. Riedmiller
,
Oriol Vinyals
,
David Silver
Nat., 2023

Optimizing Memory Mapping Using Deep Reinforcement Learning.
[DOI]
Pengming Wang
,
Mikita Sazanovich
,
Berkin Ilbeyi
,
Phitchaya Mangpo Phothilimthana
,
Manish Purohit
,
Han Yang Tay
,
Ngân Vu
,
Miaosen Wang
,
Cosmin Paduraru
,
Edouard Leurent
,
Anton Zhernov
,
Julian Schrittwieser
,
Thomas Hubert
,
Robert Tung
,
Paula Kurylowicz
,
Kieran Milan
,
Oriol Vinyals
,
Daniel J. Mankowitz
CoRR, 2023

2016
Overcoming catastrophic forgetting in neural networks.
[DOI]
James Kirkpatrick
,
Razvan Pascanu
,
Neil C. Rabinowitz
,
Joel Veness
,
Guillaume Desjardins
,
Andrei A. Rusu
,
Kieran Milan
,
John Quan
,
Tiago Ramalho
,
Agnieszka Grabska-Barwinska
,
Demis Hassabis
,
Claudia Clopath
,
Dharshan Kumaran
,
Raia Hadsell
CoRR, 2016

The Forget-me-not Process.
[DOI]
Kieran Milan
,
Joel Veness
,
James Kirkpatrick
,
Michael H. Bowling
,
Anna Koop
,
Demis Hassabis
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016