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 Diana Borsa

The Option Keyboard: Combining Skills in Reinforcement Learning


Jun 24, 2021
André Barreto, Diana Borsa, Shaobo Hou, Gheorghe Comanici, Eser Aygün, Philippe Hamel, Daniel Toyama, Jonathan Hunt, Shibl Mourad, David Silver, Doina Precup

* Published at NeurIPS 2019 

  Access Paper or Ask Questions

Return-based Scaling: Yet Another Normalisation Trick for Deep RL


May 11, 2021
Tom Schaul, Georg Ostrovski, Iurii Kemaev, Diana Borsa


  Access Paper or Ask Questions

Expected Eligibility Traces


Jul 03, 2020
Hado van Hasselt, Sephora Madjiheurem, Matteo Hessel, David Silver, André Barreto, Diana Borsa


  Access Paper or Ask Questions

Adapting Behaviour for Learning Progress


Dec 14, 2019
Tom Schaul, Diana Borsa, David Ding, David Szepesvari, Georg Ostrovski, Will Dabney, Simon Osindero


  Access Paper or Ask Questions

Conditional Importance Sampling for Off-Policy Learning


Oct 16, 2019
Mark Rowland, Anna Harutyunyan, Hado van Hasselt, Diana Borsa, Tom Schaul, Rémi Munos, Will Dabney


  Access Paper or Ask Questions

General non-linear Bellman equations


Jul 08, 2019
Hado van Hasselt, John Quan, Matteo Hessel, Zhongwen Xu, Diana Borsa, Andre Barreto


  Access Paper or Ask Questions

Ray Interference: a Source of Plateaus in Deep Reinforcement Learning


Apr 25, 2019
Tom Schaul, Diana Borsa, Joseph Modayil, Razvan Pascanu

* Full version of RLDM abstract 

  Access Paper or Ask Questions

The Termination Critic


Feb 26, 2019
Anna Harutyunyan, Will Dabney, Diana Borsa, Nicolas Heess, Remi Munos, Doina Precup

* AISTATS 2019 

  Access Paper or Ask Questions

Transfer in Deep Reinforcement Learning Using Successor Features and Generalised Policy Improvement


Jan 30, 2019
André Barreto, Diana Borsa, John Quan, Tom Schaul, David Silver, Matteo Hessel, Daniel Mankowitz, Augustin Žídek, Rémi Munos

* Published at ICML 2018 

  Access Paper or Ask Questions

Universal Successor Features Approximators


Dec 18, 2018
Diana Borsa, André Barreto, John Quan, Daniel Mankowitz, Rémi Munos, Hado van Hasselt, David Silver, Tom Schaul


  Access Paper or Ask Questions

Observational Learning by Reinforcement Learning


Jun 20, 2017
Diana Borsa, Bilal Piot, Rémi Munos, Olivier Pietquin


  Access Paper or Ask Questions

Learning Shared Representations in Multi-task Reinforcement Learning


Mar 07, 2016
Diana Borsa, Thore Graepel, John Shawe-Taylor


  Access Paper or Ask Questions

The Wreath Process: A totally generative model of geometric shape based on nested symmetries


Jun 09, 2015
Diana Borsa, Thore Graepel, Andrew Gordon

* 10 pages(double-column), 60+ figures 

  Access Paper or Ask Questions