Joelle Pineau
Joelle Pineau
School of Computer Science, McGill University
Adresse e-mail validée de cs.mcgill.ca
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Building end-to-end dialogue systems using generative hierarchical neural network models
I Serban, A Sordoni, Y Bengio, A Courville, J Pineau
Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016
13902016
Point-based value iteration: An anytime algorithm for POMDPs
J Pineau, G Gordon, S Thrun
IJCAI 3, 1025-1032, 2003
12232003
Deep reinforcement learning that matters
P Henderson, R Islam, P Bachman, J Pineau, D Precup, D Meger
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
9192018
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
8592016
A hierarchical latent variable encoder-decoder model for generating dialogues
I Serban, A Sordoni, R Lowe, L Charlin, J Pineau, A Courville, Y Bengio
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
7942017
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
7422003
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
6892015
Online planning algorithms for POMDPs
S Ross, J Pineau, S Paquet, B Chaib-Draa
Journal of Artificial Intelligence Research 32, 663-704, 2008
5772008
A survey of point-based POMDP solvers
G Shani, J Pineau, R Kaplow
Autonomous Agents and Multi-Agent Systems 27 (1), 1-51, 2013
5452013
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
4502016
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
4202002
Anytime point-based approximations for large POMDPs
J Pineau, G Gordon, S Thrun
Journal of Artificial Intelligence Research 27, 335-380, 2006
4162006
An introduction to deep reinforcement learning
V François-Lavet, P Henderson, R Islam, MG Bellemare, J Pineau
arXiv preprint arXiv:1811.12560, 2018
4002018
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
3992002
Spoken dialogue management using probabilistic reasoning
N Roy, J Pineau, S Thrun
Proceedings of the 38th annual meeting of the association for computational …, 2000
3892000
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
2582015
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
2552000
Bayesian reinforcement learning: A survey
M Ghavamzadeh, S Mannor, J Pineau, A Tamar
arXiv preprint arXiv:1609.04436, 2016
2532016
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
2432017
Learning robust features using deep learning for automatic seizure detection
P Thodoroff, J Pineau, A Lim
Machine learning for healthcare conference, 178-190, 2016
2072016
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