Joelle Pineau
Joelle Pineau
School of Computer Science, McGill University
Verified email at
TitleCited byYear
Point-based value iteration: An anytime algorithm for POMDPs
J Pineau, G Gordon, S Thrun
IJCAI 3, 1025-1032, 2003
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
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models.
IV Serban, A Sordoni, Y Bengio, AC Courville, J Pineau
AAAI 16, 3776-3784, 2016
Online planning algorithms for POMDPs
S Ross, J Pineau, S Paquet, B Chaib-Draa
Journal of Artificial Intelligence Research 32, 663-704, 2008
Spoken dialogue management using probabilistic reasoning
N Roy, J Pineau, S Thrun
Proceedings of the 38th Annual Meeting on Association for Computational …, 2000
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
A survey of point-based POMDP solvers
G Shani, J Pineau, R Kaplow
Autonomous Agents and Multi-Agent Systems 27 (1), 1-51, 2013
Anytime point-based approximations for large POMDPs
J Pineau, G Gordon, S Thrun
Journal of Artificial Intelligence Research 27, 335-380, 2006
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
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
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
A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues.
IV Serban, A Sordoni, R Lowe, L Charlin, J Pineau, AC Courville, ...
AAAI, 3295-3301, 2017
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
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
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
Bayes-adaptive pomdps
S Ross, B Chaib-draa, J Pineau
Advances in neural information processing systems, 1225-1232, 2008
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
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
A hierarchical approach to POMDP planning and execution
J Pineau, N Roy, S Thrun
Workshop on hierarchy and memory in reinforcement learning (ICML) 65 (66), 51, 2001
Tractable planning under uncertainty: exploiting structure
J Pineau, G Gordon, S Thrun
Carnegie Mellon University, the Robotics Institute, 2004
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