Joelle Pineau

Cited by

	All	Since 2015
Citations	15345	10981
h-index	53	41
i10-index	139	116

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Co-authors

Doina PrecupDeepMind and McGill UniversityVerified email at cs.mcgill.ca
Aaron CourvilleUniversité de MontréalVerified email at umontreal.ca
Nicholas RoyMITVerified email at csail.mit.edu
Mahdi Milani FardMachine Learning Researcher, Google Inc.Verified email at google.com
Susan MurphyHarvard UniversityVerified email at g.harvard.edu
Robert D VincentPh.D. in Computer Science, McGill UniversityVerified email at mail.mcgill.ca
Eric LaberNorth Carolina Stat University, Department of StatisticsVerified email at ncsu.edu
Robert WestEPFLVerified email at epfl.ch
Andre BarretoResearch Scientist, Google DeepMindVerified email at google.com
Dieter FoxProfessor of Computer Science and Engineering, University of Washington, and Nvidia ResearchVerified email at cs.washington.edu
Beomjoon KimKorea Advanced Institute of Science & Technology (KAIST)Verified email at kaist.ac.kr
Jennifer GoetzCentre CollegeVerified email at centre.edu
Marc G. BellemareGoogle BrainVerified email at google.com
Shie MannorProfessor of Electrical Engineering, TechnionVerified email at technion.ac.il
Amir-massoud FarahmandVector Institute, University of TorontoVerified email at vectorinstitute.ai
Guy ShaniBen Gurion UniversityVerified email at bgu.ac.il
Dirk ColbryDirector of HPC Studies, Computational Mathematics, Science and Engineering, Michigan StateVerified email at msu.edu
Prakash PanangadenProfessor of Computer Science, McGill UniversityVerified email at cs.mcgill.ca
Finale DoshiAssistant Professor, HarvardVerified email at seas.harvard.edu
Jordan FrankSoftware Engineer, FacebookVerified email at cs.mcgill.ca

Joelle Pineau

School of Computer Science, McGill University

Verified email at cs.mcgill.ca

Artificial intelligence Machine learning Robotics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Building end-to-end dialogue systems using generative hierarchical neural network models IV Serban, A Sordoni, Y Bengio, A Courville, J Pineau arXiv preprint arXiv:1507.04808, 2015	1178	2015
Point-based value iteration: An anytime algorithm for POMDPs J Pineau, G Gordon, S Thrun IJCAI 3, 1025-1032, 2003	1153	2003
How not to evaluate your dialogue system: An empirical study of unsupervised evaluation metrics for dialogue response generation CW Liu, R Lowe, IV Serban, M Noseworthy, L Charlin, J Pineau arXiv preprint arXiv:1603.08023, 2016	710	2016
Towards robotic assistants in nursing homes: Challenges and results J Pineau, M Montemerlo, M Pollack, N Roy, S Thrun Robotics and autonomous systems 42 (3-4), 271-281, 2003	708	2003
A hierarchical latent variable encoder-decoder model for generating dialogues IV Serban, A Sordoni, R Lowe, L Charlin, J Pineau, A Courville, Y Bengio arXiv preprint arXiv:1605.06069, 2016	682	2016
Deep reinforcement learning that matters P Henderson, R Islam, P Bachman, J Pineau, D Precup, D Meger arXiv preprint arXiv:1709.06560, 2017	681	2017
The ubuntu dialogue corpus: A large dataset for research in unstructured multi-turn dialogue systems R Lowe, N Pow, I Serban, J Pineau arXiv preprint arXiv:1506.08909, 2015	568	2015
Online planning algorithms for POMDPs S Ross, J Pineau, S Paquet, B Chaib-Draa Journal of Artificial Intelligence Research 32, 663-704, 2008	539	2008
A survey of point-based POMDP solvers G Shani, J Pineau, R Kaplow Autonomous Agents and Multi-Agent Systems 27 (1), 1-51, 2013	495	2013
Experiences with a mobile robotic guide for the elderly M Montemerlo, J Pineau, N Roy, S Thrun, V Verma AAAI/IAAI 2002, 587-592, 2002	412	2002
Anytime point-based approximations for large POMDPs J Pineau, G Gordon, S Thrun Journal of Artificial Intelligence Research 27, 335-380, 2006	397	2006
An actor-critic algorithm for sequence prediction D Bahdanau, P Brakel, K Xu, A Goyal, R Lowe, J Pineau, A Courville, ... arXiv preprint arXiv:1607.07086, 2016	382	2016
Spoken dialogue management using probabilistic reasoning N Roy, J Pineau, S Thrun Proceedings of the 38th annual meeting of the association for computational …, 2000	377	2000
Pearl: A mobile robotic assistant for the elderly ME Pollack, L Brown, D Colbry, C Orosz, B Peintner, S Ramakrishnan, ... AAAI workshop on automation as eldercare 2002, 2002	376	2002
Towards personal service robots for the elderly N Roy, G Baltus, D Fox, F Gemperle, J Goetz, T Hirsch, D Margaritis, ... Workshop on Interactive Robots and Entertainment (WIRE 2000) 25, 184, 2000	249	2000
An introduction to deep reinforcement learning V François-Lavet, P Henderson, R Islam, MG Bellemare, J Pineau arXiv preprint arXiv:1811.12560, 2018	233	2018
Bayesian reinforcement learning: A survey M Ghavamzadeh, S Mannor, J Pineau, A Tamar arXiv preprint arXiv:1609.04436, 2016	207	2016
Towards an automatic turing test: Learning to evaluate dialogue responses R Lowe, M Noseworthy, IV Serban, N Angelard-Gontier, Y Bengio, ... arXiv preprint arXiv:1708.07149, 2017	191	2017
Learning robust features using deep learning for automatic seizure detection P Thodoroff, J Pineau, A Lim Machine learning for healthcare conference, 178-190, 2016	168	2016
Bayes-adaptive pomdps S Ross, B Chaib-draa, J Pineau Advances in neural information processing systems, 1225-1232, 2008	157	2008

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