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 Brendan O'Donoghue

Discovering Diverse Nearly Optimal Policies withSuccessor Features


Jun 01, 2021
Tom Zahavy, Brendan O'Donoghue, Andre Barreto, Volodymyr Mnih, Sebastian Flennerhag, Satinder Singh


  Access Paper or Ask Questions

Reward is enough for convex MDPs


Jun 01, 2021
Tom Zahavy, Brendan O'Donoghue, Guillaume Desjardins, Satinder Singh


  Access Paper or Ask Questions

Discovering a set of policies for the worst case reward


Feb 08, 2021
Tom Zahavy, Andre Barreto, Daniel J Mankowitz, Shaobo Hou, Brendan O'Donoghue, Iurii Kemaev, Satinder Baveja Singh


  Access Paper or Ask Questions

Solving Mixed Integer Programs Using Neural Networks


Dec 23, 2020
Vinod Nair, Sergey Bartunov, Felix Gimeno, Ingrid von Glehn, Pawel Lichocki, Ivan Lobov, Brendan O'Donoghue, Nicolas Sonnerat, Christian Tjandraatmadja, Pengming Wang, Ravichandra Addanki, Tharindi Hapuarachchi, Thomas Keck, James Keeling, Pushmeet Kohli, Ira Ktena, Yujia Li, Oriol Vinyals, Yori Zwols


  Access Paper or Ask Questions

Sample Efficient Reinforcement Learning with REINFORCE


Oct 22, 2020
Junzi Zhang, Jongho Kim, Brendan O'Donoghue, Stephen Boyd

* 35 pages 

  Access Paper or Ask Questions

Stochastic matrix games with bandit feedback


Jun 09, 2020
Brendan O'Donoghue, Tor Lattimore, Ian Osband


  Access Paper or Ask Questions

Making Sense of Reinforcement Learning and Probabilistic Inference


Feb 14, 2020
Brendan O'Donoghue, Ian Osband, Catalin Ionescu

* ICLR 2020 

  Access Paper or Ask Questions

Verification of Non-Linear Specifications for Neural Networks


Feb 25, 2019
Chongli Qin, Krishnamurthy, Dvijotham, Brendan O'Donoghue, Rudy Bunel, Robert Stanforth, Sven Gowal, Jonathan Uesato, Grzegorz Swirszcz, Pushmeet Kohli

* ICLR conference paper 

  Access Paper or Ask Questions

Strength in Numbers: Trading-off Robustness and Computation via Adversarially-Trained Ensembles


Nov 22, 2018
Edward Grefenstette, Robert Stanforth, Brendan O'Donoghue, Jonathan Uesato, Grzegorz Swirszcz, Pushmeet Kohli

* 12 pages 

  Access Paper or Ask Questions

The Uncertainty Bellman Equation and Exploration


Oct 22, 2018
Brendan O'Donoghue, Ian Osband, Remi Munos, Volodymyr Mnih


  Access Paper or Ask Questions

Hamiltonian Descent Methods


Sep 13, 2018
Chris J. Maddison, Daniel Paulin, Yee Whye Teh, Brendan O'Donoghue, Arnaud Doucet


  Access Paper or Ask Questions

Variational Bayesian Reinforcement Learning with Regret Bounds


Jul 25, 2018
Brendan O'Donoghue


  Access Paper or Ask Questions

Adversarial Risk and the Dangers of Evaluating Against Weak Attacks


Jun 12, 2018
Jonathan Uesato, Brendan O'Donoghue, Aaron van den Oord, Pushmeet Kohli


  Access Paper or Ask Questions

Training verified learners with learned verifiers


May 29, 2018
Krishnamurthy Dvijotham, Sven Gowal, Robert Stanforth, Relja Arandjelovic, Brendan O'Donoghue, Jonathan Uesato, Pushmeet Kohli


  Access Paper or Ask Questions

Combining policy gradient and Q-learning


Apr 07, 2017
Brendan O'Donoghue, Remi Munos, Koray Kavukcuoglu, Volodymyr Mnih


  Access Paper or Ask Questions