Joelle Pineau, Ph.D.
Affiliations: | 2004 | Carnegie Mellon University, Pittsburgh, PA |
Area:
Computer Science, Artificial IntelligenceGoogle:
"Joelle Pineau"Parents
Sign in to add mentor| Geoffrey J. Gordon | grad student | 2004 | Carnegie Mellon | |
| (Tractable planning under uncertainty: Exploiting structure.) | ||||
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Publications
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| Ghorbel M, Pineau J, Gourdeau R, et al. (2018) A decision-theoretic approach for the collaborative control of a smart wheelchair. International Journal of Social Robotics. 10: 131-145 |
| Choi W, Dyens O, Chan T, et al. (2017) Engagement and learning in simulation: recommendations of the Simnovate Engaged Learning Domain Group Bmj Simulation and Technology Enhanced Learning. 3: S23-S32 |
| Wang B, Pineau J. (2016) Online Bagging and Boosting for Imbalanced Data Streams Ieee Transactions On Knowledge and Data Engineering. 28: 3353-3366 |
| Kim B, Pineau J. (2016) Socially Adaptive Path Planning in Human Environments Using Inverse Reinforcement Learning International Journal of Social Robotics. 8: 51-66 |
| Barreto AMS, Pineau J, Precup D. (2014) Policy iteration based on stochastic factorization Journal of Artificial Intelligence Research. 50: 763-803 |
| Boucher P, Atrash A, Kelouwani S, et al. (2013) Design and validation of an intelligent wheelchair towards a clinically-functional outcome. Journal of Neuroengineering and Rehabilitation. 10: 58 |
| Frank J, Mannor S, Pineau J, et al. (2013) Time Series Analysis Using Geometric Template Matching. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 740-54 |
| Shani G, Pineau J, Kaplow R. (2013) A survey of point-based POMDP solvers Autonomous Agents and Multi-Agent Systems. 27: 1-51 |
| Png S, Pineau J, Chaib-Draa B. (2012) Building adaptive dialogue systems via bayes-adaptive POMDPs Ieee Journal On Selected Topics in Signal Processing. 6: 917-927 |
| Doshi-Velez F, Pineau J, Roy N. (2012) Reinforcement learning with limited reinforcement: Using Bayes risk for active learning in POMDPs Artificial Intelligence. 187: 115-132 |