André da Motta Salles Barreto

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Featured researches published by André da Motta Salles Barreto.

neural information processing systems | 2009

Skill Discovery in Continuous Reinforcement Learning Domains using Skill Chaining

George Konidaris; André da Motta Salles Barreto

neural information processing systems | 2008

Skill Characterization Based on Betweenness

Özgür Şimşek; André da Motta Salles Barreto

neural information processing systems | 2010

Constructing Skill Trees for Reinforcement Learning Agents from Demonstration Trajectories

George Konidaris; Scott Kuindersma; Roderic A. Grupen; André da Motta Salles Barreto

international conference on machine learning | 2017

The Predictron: End-To-End Learning and Planning

David Silver; Hado van Hasselt; Matteo Hessel; Tom Schaul; Arthur Guez; Tim Harley; Gabriel Dulac-Arnold; David P. Reichert; Neil C. Rabinowitz; André da Motta Salles Barreto; Thomas Degris

neural information processing systems | 2017

Successor Features for Transfer in Reinforcement Learning

André da Motta Salles Barreto; Will Dabney; Rémi Munos; Jonathan J. Hunt; Tom Schaul; Hado van Hasselt; David Silver

international conference on artificial intelligence | 2015

An expectation-maximization algorithm to compute a stochastic factorization from data

André da Motta Salles Barreto; Rafael L. Beirigo; Joelle Pineau; Doina Precup

arXiv: Learning | 2018

Unicorn: Continual Learning with a Universal, Off-policy Agent.

Daniel J. Mankowitz; Augustin Zidek; André da Motta Salles Barreto; Dan Horgan; Matteo Hessel; John Quan; Junhyuk Oh; Hado van Hasselt; David Silver; Tom Schaul

international conference on artificial intelligence and statistics | 2017