Arthur Guez

基本信息

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职业迁徙

个人简介

My research supervisor was Joelle Pineau. I was part of the Reasoning and Learning lab and I was a member of the McGill Center for Intelligent Machines.

研究兴趣

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On the role of planning in model-based deep reinforcement learning

Jessica B. Hamrick,Abram L. Friesen,Feryal Behbahani,Arthur Guez,Fabio Viola,Sims Witherspoon,Thomas Anthony,Lars Buesing,Petar Veličković,Théophane Weber

ICLR（2021）

引用56浏览0EI引用

Counterfactual Credit Assignment in Model-Free Reinforcement Learning

Thomas Mesnard,Théophane Weber,Fabio Viola,Shantanu Thakoor,Alaa Saade,Anna Harutyunyan,Will Dabney,Tom Stepleton,Nicolas Heess,Arthur Guez,Marcus Hutter,Lars Buesing,

INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 139（2021）

引用58浏览0EI引用

Muesli: Combining Improvements In Policy Optimization

Matteo Hessel,Ivo Danihelka,Fabio Viola,Arthur Guez,Simon Schmitt,Laurent Sifre,Theophane Weber,David Silver,Hado van Hasselt

INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 139（2021）

引用66浏览0EI引用

Mastering Atari, Go, Chess And Shogi By Planning With A Learned Model

Schrittwieser Julian,Antonoglou Ioannis,Hubert Thomas,Simonyan Karen, Sifre Laurent,Schmitt Simon,Guez Arthur,Lockhart Edward,Hassabis Demis,Graepel Thore,Lillicrap Timothy,Silver David

NATURE（2020）

引用1876浏览0WOSEI引用

1876

Value-driven Hindsight Modelling

Guez Arthur,Viola Fabio,Weber Théophane,Buesing Lars,Kapturowski Steven,Precup Doina,Silver David,Heess Nicolas

NIPS 2020（2020）

引用13浏览0EI引用

Beyond Tabula-Rasa: a Modular Reinforcement Learning Approach for Physically Embedded 3D Sokoban

Peter Karkus,Mehdi Mirza,Arthur Guez,Andrew Jaegle,Timothy Lillicrap,Lars Buesing,Nicolas Heess,Theophane Weber

arxiv（2020）

引用6浏览0EI引用

Physically Embedded Planning Problems: New Challenges for Reinforcement Learning

Mehdi Mirza,Andrew Jaegle,Jonathan J. Hunt,Arthur Guez,Saran Tunyasuvunakool,Alistair Muldal,Théophane Weber,Peter Karkus,Sébastien Racanière,Lars Buesing,Timothy Lillicrap,Nicolas Heess

arxiv（2020）

引用7浏览0EI引用

Woulda, Coulda, Shoulda: Counterfactually-Guided Policy Search

Lars Buesing,Theophane Weber,Yori Zwols,Nicolas Heess,Sebastien Racaniere,Arthur Guez,Jean-Baptiste Lespiau

ICLR（2019）

引用134浏览0EI引用

134

Augmenting learning using symmetry in a biologically-inspired domain

Mishra Shruti,Abdolmaleki Abbas,Guez Arthur, Trochim Piotr,Precup Doina

arxiv（2019）

引用4浏览0引用

An Investigation of Model-Free Planning

Arthur Guez,Mehdi Mirza,Karol Gregor,Rishabh Kabra,Sebastien Racaniere,Theophane Weber,David Raposo,Adam Santoro,Laurent Orseau,Tom Eccles, Greg Wayne,David Silver,

INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 97（2019）

引用81浏览0引用

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论文共 35 篇作者统计合作学者相似作者