Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Ioannis Antonoglou

Vector Quantized Models for Planning


Jun 10, 2021
Sherjil Ozair, Yazhe Li, Ali Razavi, Ioannis Antonoglou, Aäron van den Oord, Oriol Vinyals

* ICML 2021 

  Access Paper or Ask Questions

Learning and Planning in Complex Action Spaces


Apr 13, 2021
Thomas Hubert, Julian Schrittwieser, Ioannis Antonoglou, Mohammadamin Barekatain, Simon Schmitt, David Silver


  Access Paper or Ask Questions

Online and Offline Reinforcement Learning by Planning with a Learned Model


Apr 13, 2021
Julian Schrittwieser, Thomas Hubert, Amol Mandhane, Mohammadamin Barekatain, Ioannis Antonoglou, David Silver


  Access Paper or Ask Questions

Machine Translation Decoding beyond Beam Search


Apr 12, 2021
Rémi Leblond, Jean-Baptiste Alayrac, Laurent Sifre, Miruna Pislar, Jean-Baptiste Lespiau, Ioannis Antonoglou, Karen Simonyan, Oriol Vinyals

* 23 pages 

  Access Paper or Ask Questions

Monte-Carlo Tree Search as Regularized Policy Optimization


Jul 24, 2020
Jean-Bastien Grill, Florent Altché, Yunhao Tang, Thomas Hubert, Michal Valko, Ioannis Antonoglou, Rémi Munos

* Accepted to International Conference on Machine Learning (ICML), 2020 

  Access Paper or Ask Questions

Causally Correct Partial Models for Reinforcement Learning


Feb 07, 2020
Danilo J. Rezende, Ivo Danihelka, George Papamakarios, Nan Rosemary Ke, Ray Jiang, Theophane Weber, Karol Gregor, Hamza Merzic, Fabio Viola, Jane Wang, Jovana Mitrovic, Frederic Besse, Ioannis Antonoglou, Lars Buesing


  Access Paper or Ask Questions

Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model


Nov 19, 2019
Julian Schrittwieser, Ioannis Antonoglou, Thomas Hubert, Karen Simonyan, Laurent Sifre, Simon Schmitt, Arthur Guez, Edward Lockhart, Demis Hassabis, Thore Graepel, Timothy Lillicrap, David Silver


  Access Paper or Ask Questions

Bayesian Optimization in AlphaGo


Dec 17, 2018
Yutian Chen, Aja Huang, Ziyu Wang, Ioannis Antonoglou, Julian Schrittwieser, David Silver, Nando de Freitas


  Access Paper or Ask Questions

Learning to Search with MCTSnets


Jul 17, 2018
Arthur Guez, Théophane Weber, Ioannis Antonoglou, Karen Simonyan, Oriol Vinyals, Daan Wierstra, Rémi Munos, David Silver

* ICML 2018 (camera-ready version) 

  Access Paper or Ask Questions

Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm


Dec 05, 2017
David Silver, Thomas Hubert, Julian Schrittwieser, Ioannis Antonoglou, Matthew Lai, Arthur Guez, Marc Lanctot, Laurent Sifre, Dharshan Kumaran, Thore Graepel, Timothy Lillicrap, Karen Simonyan, Demis Hassabis


  Access Paper or Ask Questions

Fast Non-Parametric Tests of Relative Dependency and Similarity


Nov 17, 2016
Wacha Bounliphone, Eugene Belilovsky, Arthur Tenenhaus, Ioannis Antonoglou, Arthur Gretton, Matthew B. Blashcko


  Access Paper or Ask Questions

Prioritized Experience Replay


Feb 25, 2016
Tom Schaul, John Quan, Ioannis Antonoglou, David Silver

* Published at ICLR 2016 

  Access Paper or Ask Questions

A Test of Relative Similarity For Model Selection in Generative Models


Feb 15, 2016
Wacha Bounliphone, Eugene Belilovsky, Matthew B. Blaschko, Ioannis Antonoglou, Arthur Gretton

* International Conference on Learning Representations 2016 

  Access Paper or Ask Questions

Unit Tests for Stochastic Optimization


Feb 25, 2014
Tom Schaul, Ioannis Antonoglou, David Silver

* Final submission to ICLR 2014 (revised according to reviews, additional results added) 

  Access Paper or Ask Questions

Playing Atari with Deep Reinforcement Learning


Dec 19, 2013
Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Alex Graves, Ioannis Antonoglou, Daan Wierstra, Martin Riedmiller

* NIPS Deep Learning Workshop 2013 

  Access Paper or Ask Questions