עקוב אחר
Joelle Pineau
Joelle Pineau
School of Computer Science, McGill University; FAIR, Meta AI; Mila
כתובת אימייל מאומתת בדומיין cs.mcgill.ca
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
25332018
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
21102016
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
18962018
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
15692016
Point-based value iteration: An anytime algorithm for POMDPs‏
J Pineau, G Gordon, S Thrun‏
Ijcai 3, 1025-1032, 2003‏
14942003
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
12862017
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
11512015
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
8762003
A survey of point-based POMDP solvers‏
G Shani, J Pineau, R Kaplow‏
Autonomous Agents and Multi-Agent Systems 27, 1-51, 2013‏
7772013
Online planning algorithms for POMDPs‏
S Ross, J Pineau, S Paquet, B Chaib-Draa‏
Journal of Artificial Intelligence Research 32, 663-704, 2008‏
7462008
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
7342016
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
5792015
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
5712020
Anytime point-based approximations for large POMDPs‏
J Pineau, G Gordon, S Thrun‏
Journal of Artificial Intelligence Research 27, 335-380, 2006‏
5292006
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
5012002
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
4652002
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
4612021
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
4542019
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
4492015
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
4322017
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מאמרים 1–20