About
Discord Stateoftheart AI
GitHub

Publications

317

Cited by

14716

Joelle Pineau

artificial intelligencemachine learningrobotics
McGill University

Canada

Papers and Citations

1 - 50
Building end-to-end dialogue systems using generative hierarchical neural network models
2015
Joelle Pineau
Alessandro Sordoni
Aaron Courville
+2
Cited by 1385
Point-based value iteration: An anytime algorithm for POMDPs
2003
Joelle Pineau
Geoff Gordon
Sebastian Thrun
Cited by 1168
Deep reinforcement learning that matters
2018
David Meger
Philip Bachman
Riashat Islam
+3
Cited by 898
A hierarchical latent variable encoder-decoder model for generating dialogues
2016
Joelle Pineau
Laurent Charlin
Iulian Vlad Serban
+4
Cited by 790
How not to evaluate your dialogue system: An empirical study of unsupervised evaluation metrics for dialogue response generation
2016
Ryan Lowe
Joelle Pineau
Laurent Charlin
+3
Cited by 737
Towards robotic assistants in nursing homes: Challenges and results
2003
Nicholas Roy
Martha E. Pollack
Joelle Pineau
+2
Cited by 710
The ubuntu dialogue corpus: A large dataset for research in unstructured multi-turn dialogue systems
2015
N Pow
Ryan Lowe
Iulian Vlad Serban
+2
Cited by 685
Online planning algorithms for POMDPs
2008
Joelle Pineau
S Paquet
S Ross
+1
Cited by 577
A survey of point-based POMDP solvers
2013
Guy Shani
Joelle Pineau
R Kaplow
Cited by 498
An actor-critic algorithm for sequence prediction
2016
Kelvin Xu
Anirudh Goyal
Yoshua Bengio
+5
Cited by 445
Experiences with a mobile robotic guide for the elderly
2002
Joelle Pineau
Sebastian Thrun
Nicholas Roy
+2
Cited by 416
Anytime point-based approximations for large POMDPs
2006
Sebastian Thrun
Joelle Pineau
Geoff Gordon
Cited by 400
An introduction to deep reinforcement learning
2018
Riashat Islam
Peter Henderson
Marc G. Bellemare
+2
Cited by 390
Spoken dialogue management using probabilistic reasoning
2000
Joelle Pineau
Sebastian Thrun
Nicholas Roy
Cited by 388
Pearl: A mobile robotic assistant for the elderly
2002
Laura E. Brown
Sebastian Thrun
Martha E. Pollack
+11
Cited by 373
A survey of available corpora for building data-driven dialogue systems
2015
Peter Henderson
Iulian Vlad Serban
Laurent Charlin
+2
Cited by 257
Bayesian reinforcement learning: A survey
2016
Shie Mannor
Joelle Pineau
Aviv Tamar
+1
Cited by 250
Towards personal service robots for the elderly
2000
Jennifer Goetz
Joelle Pineau
Nicholas Roy
+8
Cited by 247
Bandit algorithms for tree search
2005
Joelle Pineau
Audrey Durand
Y Yan
Cited by 241
Towards an automatic turing test: Learning to evaluate dialogue responses
2017
Yoshua Bengio
Joelle Pineau
Iulian Vlad Serban
+3
Cited by 241
A survey of available corpora for building data-driven dialogue systems: The journal version
2018
Peter Henderson
Iulian Vlad Serban
Ryan Lowe
+2
Cited by 207
A deep reinforcement learning chatbot
2017
Vincent Michalski
Nan Rosemary Ke
Dendi Suhubdy
+15
Cited by 198
Learning robust features using deep learning for automatic seizure detection
2016
Joelle Pineau
Pierre Thodoroff
A Lim
Cited by 172
Bayes-adaptive pomdps
2008
Joelle Pineau
B Chaib-draa
S Ross
Cited by 158
Hierarchical neural network generative models for movie dialogues
2015
Aaron Courville
Joelle Pineau
Iulian Vlad Serban
+3
Cited by 155
A Bayesian Approach for Learning and Planning in Partially Observable Markov Decision Processes.
2011
Joelle Pineau
B Chaib-draa
P Kreitmann
+1
Cited by 148
Conditional computation in neural networks for faster models
2015
Emmanuel Bengio
Pierre-Luc Bacon
Doina Precup
+1
Cited by 143
Informing sequential clinical decision-making through reinforcement learning: an empirical study
2011
Joelle Pineau
Eric Laber
Susan Shortreed
+3
Cited by 131
Training end-to-end dialogue systems with the ubuntu dialogue corpus
2017
Chia-Wei Liu
Nissan Pow
Laurent Charlin
+5
Cited by 130
Robotics
2002
Kostas Bekris
Nabil Simaan
Maxim Likhachev
+25
Cited by 119
Wikispeedia: An online game for inferring semantic distances between concepts
2009
Joelle Pineau
Robert West
Doina Precup
Cited by 114
Socially adaptive path planning in human environments using inverse reinforcement learning
2016
Joelle Pineau
Beomjoon Kim
Cited by 113
Person tracking and following with 2d laser scanners
2015
Joelle Pineau
Angus Leigh
Nicolas A. Olmedo
+1
Cited by 107
A hierarchical approach to POMDP planning and execution
2001
Sebastian Thrun
Nicholas Roy
Joelle Pineau
Cited by 101
End-to-end text recognition with hybrid HMM maxout models
2013
Joelle Pineau
Ouais Alsharif
Cited by 97
Language gans falling short
2018
Laurent Charlin
Hugo Larochelle
Joelle Pineau
+3
Cited by 97
Tractable planning under uncertainty: exploiting structure
2004
Sebastian Thrun
Joelle Pineau
G Gordon
Cited by 90
Bootstrapping dialog systems with word embeddings
2014
Joelle Pineau
G Forgues
JM Larchevêque
+1
Cited by 89
Reinforcement learning with limited reinforcement: Using Bayes risk for active learning in POMDPs
2008
Nicholas Roy
Finale Doshi
Joelle Pineau
Cited by 87
Bayesian reinforcement learning in continuous POMDPs with application to robot navigation
2008
Joelle Pineau
B Chaib-draa
S Ross
Cited by 87
Policy-contingent abstraction for robust robot control
2012
Sebastian Thrun
Geoff Gordon
Joelle Pineau
Cited by 85
The Second Conversational Intelligence Challenge (ConvAI2)
2019
Mikhail Burtsev, Михаил Бурцев
Alexander Rudnicky
Joelle Pineau
+15
Cited by 84
Learning from limited demonstrations
2013
Amir-massoud Farahmand
Joelle Pineau
Doina Precup
+1
Cited by 84
Adaptive Treatment of Epilepsy via Batch-mode Reinforcement Learning.
2008
Robert D Vincent
Massimo Avoli
Arthur Guez
+1
Cited by 82
Tarmac: Targeted multi-agent communication
2019
Joelle Pineau
Théophile Gervet
Dhruv Batra
+5
Cited by 80
Online bagging and boosting for imbalanced data streams
2016
Joelle Pineau
Boyu Wang
Cited by 77
A dissection of overfitting and generalization in continuous reinforcement learning
2018
Amy Zhang
Nicolas Ballas
Joelle Pineau
Cited by 74
Active learning in partially observable markov decision processes
2005
Joelle Pineau
Doina Precup
R Jaulmes
Cited by 73
Time series analysis using geometric template matching
2012
Doina Precup
Shie Mannor
Joelle Pineau
+1
Cited by 72
Constructing evidence-based treatment strategies using methods from computer science
2007
A Ghizaru
SA Murphy
Marc G. Bellemare
+2
Cited by 68