Joelle Pineau
Joelle Pineau
School of Computer Science, McGill University
Verified email at cs.mcgill.ca
TitleCited byYear
Point-based value iteration: An anytime algorithm for POMDPs
J Pineau, G Gordon, S Thrun
IJCAI 3, 1025-1032, 2003
10392003
Building end-to-end dialogue systems using generative hierarchical neural network models
IV Serban, A Sordoni, Y Bengio, A Courville, J Pineau
Thirtieth AAAI Conference on Artificial Intelligence, 2016
7482016
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
6462003
A survey of point-based POMDP solvers
G Shani, J Pineau, R Kaplow
Autonomous Agents and Multi-Agent Systems 27 (1), 1-51, 2013
4612013
Online planning algorithms for POMDPs
S Ross, J Pineau, S Paquet, B Chaib-Draa
Journal of Artificial Intelligence Research 32, 663-704, 2008
4572008
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
3812016
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
3812002
A hierarchical latent variable encoder-decoder model for generating dialogues
IV Serban, A Sordoni, R Lowe, L Charlin, J Pineau, A Courville, Y Bengio
Thirty-First AAAI Conference on Artificial Intelligence, 2017
3602017
Anytime point-based approximations for large POMDPs
J Pineau, G Gordon, S Thrun
Journal of Artificial Intelligence Research 27, 335-380, 2006
3582006
Spoken dialogue management using probabilistic reasoning
N Roy, J Pineau, S Thrun
Proceedings of the 38th Annual Meeting on Association for Computational …, 2000
3552000
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
3372015
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, 85-91, 2002
3352002
Deep reinforcement learning that matters
P Henderson, R Islam, P Bachman, J Pineau, D Precup, D Meger
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
3122018
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
2452016
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
2322000
Bayes-adaptive pomdps
S Ross, B Chaib-draa, J Pineau
Advances in neural information processing systems, 1225-1232, 2008
1332008
Bayesian reinforcement learning: A survey
M Ghavamzadeh, S Mannor, J Pineau, A Tamar
Foundations and Trends® in Machine Learning 8 (5-6), 359-483, 2015
1222015
Towards personal service robots for the elderly
G Baltus, D Fox, F Gemperle, J Goetz, T Hirsch, D Magaritis, ...
Proc. of the Workshop on Interactive Robotics and Entertainment (WIRE-2000), 2000
1172000
A survey of available corpora for building data-driven dialogue systems
IV Serban, R Lowe, P Henderson, L Charlin, J Pineau
arXiv preprint arXiv:1512.05742, 2015
1092015
A Bayesian approach for learning and planning in partially observable Markov decision processes
S Ross, J Pineau, B Chaib-draa, P Kreitmann
Journal of Machine Learning Research 12 (May), 1729-1770, 2011
1092011
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