André da Motta Salles Barreto

31 papers A* 3A 3B 1Misc 1Journal 14Unranked 9
YearRankTypeTitle / Venue / Authors
2022 J jnl
Efficient information diffusion in time-varying graphs through deep reinforcement learning.
World Wide Web
Matheus R. F. Mendonça, André da Motta Salles Barreto, Artur Ziviani
2020 J jnl
Approximating Network Centrality Measures Using Node Embedding and Machine Learning.
CoRR
Matheus R. F. Mendonça, André da Motta Salles Barreto, Artur Ziviani
2020 J jnl
Efficient Information Diffusion in Time-Varying Graphs through Deep Reinforcement Learning.
CoRR
Matheus R. F. Mendonça, André da Motta Salles Barreto, Artur Ziviani
2019 J jnl
Graph-Based Skill Acquisition For Reinforcement Learning.
ACM Comput. Surv.
Matheus R. F. Mendonça, Artur Ziviani, André da Motta Salles Barreto
2018 — conf
Abstract State Transition Graphs for Model-Based Reinforcement Learning.
BRACIS
Matheus Ribeiro Furtado de Mendonca, Artur Ziviani, André da Motta Salles Barreto
2018 — conf
Online TD(A) for discrete-time Markov jump linear systems.
CDC
Rafael L. Beirigo, Marcos Garcia Todorov, André da Motta Salles Barreto
2017 — conf
Count-based quadratic control of Markov jump linear systems with unknown transition probabilities.
CDC
Rafael L. Beirigo, Marcos G. Todorov, André da Motta Salles Barreto
2016 A* conf
Incremental Stochastic Factorization for Online Reinforcement Learning.
AAAI
André da Motta Salles Barreto, Rafael L. Beirigo, Joelle Pineau, Doina Precup
2016 J jnl
Practical Kernel-Based Reinforcement Learning.
J. Mach. Learn. Res.
André da Motta Salles Barreto, Doina Precup, Joelle Pineau
2015 A* conf
An Expectation-Maximization Algorithm to Compute a Stochastic Factorization From Data.
IJCAI
André da Motta Salles Barreto, Rafael L. Beirigo, Joelle Pineau, Doina Precup
2015 J jnl
Classification-Based Approximate Policy Iteration.
IEEE Trans. Autom. Control.
Amir-massoud Farahmand, Doina Precup, André da Motta Salles Barreto, Mohammad Ghavamzadeh
2015 J jnl
Reports of the AAAI 2014 Conference Workshops.
AI Mag.
Stefano V. Albrecht, André da Motta Salles Barreto, Darius Braziunas, David L. Buckeridge, Heriberto Cuayáhuitl, Nina Dethlefs, Markus Endres, Amir-massoud Farahmand, Mark Fox, Lutz Frommberger, Sam Ganzfried, Yolanda Gil, Sébastien Guillet, Lawrence E. Hunter, Arnav Jhala, Kristian Kersting, George Dimitri Konidaris, Freddy Lécué, Sheila A. McIlraith, Sriraam Natarajan, Zeinab Noorian, David Poole, Rémi Ronfard, Alessandro Saffiotti, Arash Shaban-Nejad, Biplav Srivastava, Gerald Tesauro, Rosario Uceda-Sosa, Guy Van den Broeck, Martijn van Otterlo, Byron C. Wallace, Paul Weng, Jenna Wiens, Jie Zhang
2014 J jnl
Classification-based Approximate Policy Iteration: Experiments and Extended Discussions.
CoRR
Amir-massoud Farahmand, Doina Precup, André da Motta Salles Barreto, Mohammad Ghavamzadeh
2014 J jnl
Policy Iteration Based on Stochastic Factorization.
J. Artif. Intell. Res.
André da Motta Salles Barreto, Joelle Pineau, Doina Precup
2014 J jnl
Practical Kernel-Based Reinforcement Learning.
CoRR
André da Motta Salles Barreto, Doina Precup, Joelle Pineau
2014 A* conf
Tree-Based On-Line Reinforcement Learning.
AAAI
André da Motta Salles Barreto
2012 — conf
On-line Reinforcement Learning Using Incremental Kernel-Based Stochastic Factorization.
NIPS
André da Motta Salles Barreto, Doina Precup, Joelle Pineau
2011 — conf
A new approach for generating numerical constants in grammatical evolution.
GECCO (Companion)
Douglas Adriano Augusto, Helio J. C. Barbosa, André da Motta Salles Barreto, Heder S. Bernardino
2011 J jnl
Computing the Stationary Distribution of a Finite Markov Chain Through Stochastic Factorization.
SIAM J. Matrix Anal. Appl.
André da Motta Salles Barreto, Marcelo D. Fragoso
2011 Misc conf
Evolving Numerical Constants in Grammatical Evolution with the Ephemeral Constant Method.
EPIA
Douglas Adriano Augusto, Helio J. C. Barbosa, André da Motta Salles Barreto, Heder S. Bernardino
2011 — conf
Reinforcement Learning using Kernel-Based Stochastic Factorization.
NIPS
André da Motta Salles Barreto, Doina Precup, Joelle Pineau
2010 A conf
Probabilistic performance profiles for the experimental evaluation of stochastic algorithms.
GECCO
André da Motta Salles Barreto, Heder S. Bernardino, Helio J. C. Barbosa
2010 B conf
Using performance profiles to analyze the results of the 2006 CEC constrained optimization competition.
IEEE Congress on Evolutionary Computation
Helio J. C. Barbosa, Heder S. Bernardino, André da Motta Salles Barreto
2009 — conf
On the Characteristics of Sequential Decision Problems and Their Impact on Evolutionary Computation and Reinforcement Learning.
Artificial Evolution
André da Motta Salles Barreto, Douglas Adriano Augusto, Helio J. C. Barbosa
2009 A conf
On the characteristics of sequential decision problems and their impact on evolutionary computation.
GECCO
André da Motta Salles Barreto, Douglas Adriano Augusto, Helio J. C. Barbosa
2008 J jnl
Restricted gradient-descent algorithm for value-function approximation in reinforcement learning.
Artif. Intell.
André da Motta Salles Barreto, Charles W. Anderson
2007 J jnl
A note on the variance of rank-based selection strategies for genetic algorithms and genetic programming.
Genet. Program. Evolvable Mach.
Artem Sokolov, L. Darrell Whitley, André da Motta Salles Barreto
2006 A conf
Alternative evolutionary algorithms for evolving programs: evolution strategies and steady state GP.
GECCO
L. Darrell Whitley, Marc D. Richards, J. Ross Beveridge, André da Motta Salles Barreto
2006 J jnl
GOLS - Genetic orthogonal least squares algorithm for training RBF networks.
Neurocomputing
André da Motta Salles Barreto, Helio J. C. Barbosa, Nelson F. F. Ebecken
2002 — conf
Growing Compact RBF Networks Using a Genetic Algorithm.
SBRN
André da Motta Salles Barreto, Helio J. C. Barbosa, Nelson F. F. Ebecken
2000 — conf
Graph Layout Using a Genetic Algorithm.
SBRN
André da Motta Salles Barreto, Helio J. C. Barbosa