| Point-based value iteration: An anytime algorithm for POMDPs J Pineau, G Gordon, S Thrun IJCAI 3, 1025-1032, 2003 | 997 | 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 | 631 | 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 | 481 | 2016 |
| Online planning algorithms for POMDPs S Ross, J Pineau, S Paquet, B Chaib-Draa Journal of Artificial Intelligence Research 32, 663-704, 2008 | 420 | 2008 |
| Spoken dialogue management using probabilistic reasoning N Roy, J Pineau, S Thrun Proceedings of the 38th Annual Meeting on Association for Computational …, 2000 | 392 | 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 | 371 | 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 | 339 | 2013 |
| Anytime point-based approximations for large POMDPs J Pineau, G Gordon, S Thrun Journal of Artificial Intelligence Research 27, 335-380, 2006 | 333 | 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 | 317 | 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 | 247 | 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 | 221 | 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 | 220 | 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 | 220 | 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 | 169 | 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 | 139 | 2018 |
| Bayes-adaptive pomdps S Ross, B Chaib-draa, J Pineau Advances in neural information processing systems, 1225-1232, 2008 | 123 | 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 | 116 | 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 | 98 | 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 | 90 | 2001 |
| Tractable planning under uncertainty: exploiting structure J Pineau, G Gordon, S Thrun Carnegie Mellon University, the Robotics Institute, 2004 | 82 | 2004 |
Doina PrecupDeepMind and McGill UniversityVerified email at cs.mcgill.ca
