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Joelle Pineau
Joelle Pineau
School of Computer Science, McGill University; FAIR, Meta AI; Mila
Geverifieerd e-mailadres voor cs.mcgill.ca
Titel
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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
24522018
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
20952016
An introduction to deep reinforcement learning
V François-Lavet, P Henderson, R Islam, MG Bellemare, J Pineau
Foundations and Trends® in Machine Learning 11 (3-4), 219-354, 2018
18342018
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
15452016
Point-based value iteration: An anytime algorithm for POMDPs
J Pineau, G Gordon, S Thrun
Ijcai 3, 1025-1032, 2003
14812003
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
12852017
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
11492015
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
8712003
A survey of point-based POMDP solvers
G Shani, J Pineau, R Kaplow
Autonomous Agents and Multi-Agent Systems 27, 1-51, 2013
7662013
Online planning algorithms for POMDPs
S Ross, J Pineau, S Paquet, B Chaib-Draa
Journal of Artificial Intelligence Research 32, 663-704, 2008
7392008
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
7272016
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
5582015
Towards the systematic reporting of the energy and carbon footprints of machine learning
P Henderson, J Hu, J Romoff, E Brunskill, D Jurafsky, J Pineau
Journal of Machine Learning Research 21 (248), 1-43, 2020
5352020
Anytime point-based approximations for large POMDPs
J Pineau, G Gordon, S Thrun
Journal of Artificial Intelligence Research 27, 335-380, 2006
5232006
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
4992002
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
4622002
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
4452015
Improving sample efficiency in model-free reinforcement learning from images
D Yarats, A Zhang, I Kostrikov, B Amos, J Pineau, R Fergus
Proceedings of the aaai conference on artificial intelligence 35 (12), 10674 …, 2021
4362021
Tarmac: Targeted multi-agent communication
A Das, T Gervet, J Romoff, D Batra, D Parikh, M Rabbat, J Pineau
International Conference on machine learning, 1538-1546, 2019
4342019
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
4242017
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Artikelen 1–20