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Joelle Pineau, Ph.D. - Publications

Affiliations: 
2004 Carnegie Mellon University, Pittsburgh, PA 
Area:
Computer Science, Artificial Intelligence
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22 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2018 Ghorbel M, Pineau J, Gourdeau R, Javdani S, Srinivasa S. A decision-theoretic approach for the collaborative control of a smart wheelchair. International Journal of Social Robotics. 10: 131-145. PMID 32855745 DOI: 10.1007/S12369-017-0434-7  0.381
2017 Choi W, Dyens O, Chan T, Schijven M, Lajoie S, Mancini ME, Dev P, Fellander-Tsai L, Ferland M, Kato P, Lau J, Montonaro M, Pineau J, Aggarwal R. Engagement and learning in simulation: recommendations of the Simnovate Engaged Learning Domain Group Bmj Simulation and Technology Enhanced Learning. 3: S23-S32. DOI: 10.1136/Bmjstel-2016-000177  0.317
2016 Wang B, Pineau J. Online Bagging and Boosting for Imbalanced Data Streams Ieee Transactions On Knowledge and Data Engineering. 28: 3353-3366. DOI: 10.1109/Tkde.2016.2609424  0.314
2016 Kim B, Pineau J. Socially Adaptive Path Planning in Human Environments Using Inverse Reinforcement Learning International Journal of Social Robotics. 8: 51-66. DOI: 10.1007/S12369-015-0310-2  0.392
2014 Barreto AMS, Pineau J, Precup D. Policy iteration based on stochastic factorization Journal of Artificial Intelligence Research. 50: 763-803. DOI: 10.1613/Jair.4301  0.313
2013 Boucher P, Atrash A, Kelouwani S, Honoré W, Nguyen H, Villemure J, Routhier F, Cohen P, Demers L, Forget R, Pineau J. Design and validation of an intelligent wheelchair towards a clinically-functional outcome. Journal of Neuroengineering and Rehabilitation. 10: 58. PMID 23773851 DOI: 10.1186/1743-0003-10-58  0.321
2013 Frank J, Mannor S, Pineau J, Precup D. Time Series Analysis Using Geometric Template Matching. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 740-54. PMID 22641699 DOI: 10.1109/Tpami.2012.121  0.309
2013 Shani G, Pineau J, Kaplow R. A survey of point-based POMDP solvers Autonomous Agents and Multi-Agent Systems. 27: 1-51. DOI: 10.1007/S10458-012-9200-2  0.317
2012 Png S, Pineau J, Chaib-Draa B. Building adaptive dialogue systems via bayes-adaptive POMDPs Ieee Journal On Selected Topics in Signal Processing. 6: 917-927. DOI: 10.1109/Jstsp.2012.2229962  0.36
2012 Doshi-Velez F, Pineau J, Roy N. Reinforcement learning with limited reinforcement: Using Bayes risk for active learning in POMDPs Artificial Intelligence. 187: 115-132. DOI: 10.1016/J.Artint.2012.04.006  0.397
2011 Shortreed SM, Laber E, Lizotte DJ, Stroup TS, Pineau J, Murphy SA. Informing sequential clinical decision-making through reinforcement learning: an empirical study. Machine Learning. 84: 109-136. PMID 21799585 DOI: 10.1007/S10994-010-5229-0  0.355
2011 Fard MM, Pineau J. Non-deterministic policies in markovian decision processes Journal of Artificial Intelligence Research. 40: 1-24. DOI: 10.1613/Jair.3175  0.368
2010 Kaplow R, Atrash A, Pineau J. Variable resolution decomposition for robotic navigation under a POMDP framework Proceedings - Ieee International Conference On Robotics and Automation. 369-376. DOI: 10.1109/ROBOT.2010.5509188  0.321
2009 Pineau J, Guez A, Vincent R, Panuccio G, Avoli M. Treating epilepsy via adaptive neurostimulation: a reinforcement learning approach. International Journal of Neural Systems. 19: 227-40. PMID 19731397 DOI: 10.1142/S0129065709001987  0.331
2009 Anand SS, Bunescu RC, Carvalho VR, Chomicki J, Conitzer V, Cox MT, Dignum V, Dodds Z, Dredze M, Furcy D, Gabrilovich E, Göker MH, Guesgen HW, Hirsh H, Jannach D, ... ... Pineau J, et al. AAAI 2008 Workshop Reports Ai Magazine. 30: 108-118. DOI: 10.1609/Aimag.V30I1.2196  0.359
2009 Atrash A, Pineau J. A Bayesian reinforcement learning approach for customizing human-robot interfaces International Conference On Intelligent User Interfaces, Proceedings Iui. 355-359. DOI: 10.1145/1502650.1502700  0.309
2009 Atrash A, Kaplow R, Villemure J, West R, Yamani H, Pineau J. Development and validation of a robust speech interface for improved human-robot interaction International Journal of Social Robotics. 1: 345-356. DOI: 10.1007/S12369-009-0032-4  0.368
2008 Ross S, Pineau J, Paquet S, Chaib-Draa B. Online Planning Algorithms for POMDPs. The Journal of Artificial Intelligence Research. 32: 663-704. PMID 19777080 DOI: 10.1613/Jair.2567  0.379
2007 Pineau J, Bellemare MG, Rush AJ, Ghizaru A, Murphy SA. Constructing evidence-based treatment strategies using methods from computer science. Drug and Alcohol Dependence. 88: S52-60. PMID 17320311 DOI: 10.1016/J.Drugalcdep.2007.01.005  0.307
2006 Pineau J, Gordon G, Thrun S. Anytime Point-Based Approximations for Large POMDPs Journal of Artificial Intelligence Research. 27: 335-380. DOI: 10.1613/Jair.2078  0.562
2006 Vlassis N, Gordon G, Pineau J. Planning under uncertainty in robotics Robotics and Autonomous Systems. 54: 885-886. DOI: 10.1016/J.Robot.2006.06.001  0.524
2003 Pineau J, Montemerlo M, Pollack M, Roy N, Thrun S. Towards robotic assistants in nursing homes: Challenges and results Robotics and Autonomous Systems. 42: 271-281. DOI: 10.1016/S0921-8890(02)00381-0  0.359
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