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Joelle Pineau

Active 1999–2026

Also published as
Joëlle Pineau
262
Papers
25,115
Citations
68
h-index
181
i10-index

Citations

Citations per year for Joelle Pineau1950: 1 citations1981: 2 citations1984: 1 citations1986: 1 citations1990: 1 citations1992: 1 citations1998: 2 citations1999: 1 citations2000: 4 citations2001: 12 citations2002: 33 citations2003: 40 citations2004: 48 citations2005: 93 citations2006: 107 citations2007: 138 citations2008: 171 citations2009: 178 citations2010: 193 citations2011: 207 citations2012: 244 citations2013: 312 citations2014: 326 citations2015: 412 citations2016: 519 citations2017: 819 citations2018: 1,248 citations2019: 1,665 citations2020: 1,837 citations2021: 2,016 citations2022: 1,575 citations2023: 1,439 citations2024: 1,326 citations2025: 1,008 citations2026: 287 citations2027: 2 citations1951–1980: no citations, so these years are not shown1982–1983: no citations, so these years are not shown1985: no citations, so this year is not shown1987–1989: no citations, so these years are not shown1991: no citations, so this year is not shown1993–1997: no citations, so these years are not shown

Citation sources

Countries

World map of the countries and regions citing this authorUnited States: 4,003 citing papers, 24.3% of this breakdownChina: 2,691 citing papers, 16.4% of this breakdownUnited Kingdom: 1,200 citing papers, 7.3% of this breakdownCanada: 892 citing papers, 5.4% of this breakdownGermany: 808 citing papers, 4.9% of this breakdownFrance: 524 citing papers, 3.2% of this breakdownAustralia: 455 citing papers, 2.8% of this breakdownJapan: 425 citing papers, 2.6% of this breakdownItaly: 391 citing papers, 2.4% of this breakdownIndia: 385 citing papers, 2.3% of this breakdownNetherlands: 381 citing papers, 2.3% of this breakdownSingapore: 361 citing papers, 2.2% of this breakdown
0%24.3%Other 23.9%

Institutions

Fields

  • Computer Science69.7%
  • Engineering10.4%
  • Psychology4.1%
  • Medicine3.4%
  • Decision Sciences2.5%
  • Social Sciences2.2%
  • Other7.7%

Topics

  • Topic Modeling7.8%
  • Reinforcement Learning in Robotics6.7%
  • Natural Language Processing Techniques5.1%
  • Speech and dialogue systems4.2%
  • Multimodal Machine Learning Applications2.6%
  • Social Robot Interaction and HRI1.7%
  • Other71.9%

Coauthors

All papers

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  1. An Introduction to Deep Reinforcement Learning

    Authors: Vincent François-Lavet, Peter Henderson, Riashat Islam, Marc G. Bellemare, Joelle Pineau - Foundations and Trends® in Machine Learning, Found. Trends Mach. Learn. 2018 cited by 1,251

  2. Deep Reinforcement Learning That Matters

    Authors: Peter Henderson, Riashat Islam, Philip Bachman, Joelle Pineau, Doina Precup, David Meger - AAAI Conference on Artificial Intelligence 2018 cited by 1,567

  3. Benchmarking Batch Deep Reinforcement Learning Algorithms

    Authors: Scott Fujimoto, Edoardo Conti, Mohammad Ghavamzadeh, Joelle Pineau - arXiv (Cornell University), CoRR 2019 cited by 409

  4. Proceedings of the 29th International Conference on Machine Learning (ICML-12)

    Authors: John Langford, Joelle Pineau - arXiv (Cornell University), CoRR 2012 cited by 1,618

  5. Transparency and reproducibility in artificial intelligence

    Authors: Benjamin Haibe‐Kains, George Alexandru Adam, Ahmed Hosny, Farnoosh Khodakarami, Massive Analysis Quality Control (MAQC) Society Board of Directors, Thakkar Shraddha, Rebecca Kusko, Susanna‐Assunta Sansone, Weida Tong, Russ Wolfinger, Christopher E. Mason, Wendell Jones, Joaquı́n Dopazo, Cesare Furlanello, Levi Waldron, Bo Wang, Chris McIntosh, Anna Goldenberg, Anshul Kundaje, Casey S. Greene, Tamara Broderick, Michael M. Hoffman, Jeffrey T. Leek, Keegan Korthauer, Wolfgang Huber, Alvis Brāzma, Joëlle Pineau, Robert Tibshirani, Trevor Hastie, John P. A. Ioannidis, John Quackenbush, Hugo J.W.L. Aerts - Nature 2020 cited by 501

  6. Improving Passage Retrieval with Zero-Shot Question Generation

    Authors: Devendra Singh Sachan, Mike Lewis, Mandar Joshi, Armen Aghajanyan, Wen-tau Yih, Joelle Pineau, Luke Zettlemoyer - Conference on Empirical Methods in Natural Language Processing, EMNLP 2022 cited by 79

  7. Conditional Computation in Neural Networks for faster models

    Authors: Emmanuel Bengio, Pierre-Luc Bacon, Joelle Pineau, Doina Precup - arXiv (Cornell University), CoRR 2015 cited by 230

  8. Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models

    Authors: Iulian Vlad Serban, Alessandro Sordoni, Yoshua Bengio, Aaron C. Courville, Joelle Pineau - 2159-5399, AAAI 2016 cited by 1,725

  9. Improving Reproducibility in Machine Learning Research (A Report from the NeurIPS 2019 Reproducibility Program)

    Authors: Joelle Pineau, Philippe Vincent-Lamarre, Koustuv Sinha, Vincent Larivière, Alina Beygelzimer, Florence d'Alché-Buc, Emily B. Fox, Hugo Larochelle - J. Mach. Learn. Res. 2021 cited by 204

  10. On the Societal Impact of Open Foundation Models

    Authors: Sayash Kapoor, Rishi Bommasani, Kevin Klyman, Shayne Longpre, Ashwin Ramaswami, Peter Cihon, Aspen K. Hopkins, Kevin Bankston, Stella Biderman, Miranda Bogen, Rumman Chowdhury, Alex Engler, Peter Henderson, Yacine Jernite, Seth Lazar, Stefano Maffulli, Alondra Nelson, Joelle Pineau, Aviya Skowron, Dawn Song, Victor Storchan, Daniel Zhang, Daniel E. Ho, Percy Liang, Arvind Narayanan - arXiv (Cornell University), CoRR 2024 cited by 59

  11. Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little

    Authors: Koustuv Sinha, Robin Jia, Dieuwke Hupkes, Joelle Pineau, Adina Williams, Douwe Kiela - Conference on Empirical Methods in Natural Language Processing, EMNLP (1) 2021 cited by 186

  12. Bayesian Reinforcement Learning: A Survey

    Authors: Mohammad Ghavamzadeh, Shie Mannor, Joelle Pineau, Aviv Tamar - Foundations and Trends® in Machine Learning, Found. Trends Mach. Learn. 2015 cited by 223

  13. CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text

    Authors: Koustuv Sinha, Shagun Sodhani, Jin Dong, Joelle Pineau, William L. Hamilton - Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), EMNLP/IJCNLP (1) 2019 cited by 91

  14. New Insights on Reducing Abrupt Representation Change in Online Continual Learning

    Authors: Lucas Caccia, Rahaf Aljundi, Nader Asadi, Tinne Tuytelaars, Joelle Pineau, Eugene Belilovsky - ICLR 2022 cited by 296

  15. How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation

    Authors: Chia-Wei Liu, Ryan Lowe, Iulian Serban, Michael Noseworthy, Laurent Charlin, Joelle Pineau - Conference on Empirical Methods in Natural Language Processing, EMNLP 2016 cited by 916

  16. Towards the Systematic Reporting of the Energy and Carbon Footprints of Machine Learning

    Authors: Peter Henderson, Jieru Hu, Joshua Romoff, Emma Brunskill, Dan Jurafsky, Joelle Pineau - arXiv (Cornell University), CoRR 2020 cited by 307

  17. Online Bagging and Boosting for Imbalanced Data Streams

    Authors: Boyu Wang, Joelle Pineau - IEEE Transactions on Knowledge and Data Engineering, IEEE Trans. Knowl. Data Eng. 2016 cited by 181

  18. A survey of point-based POMDP solvers

    Authors: Guy Shani, Joelle Pineau, Robert Kaplow - Autonomous Agents and Multi-Agent Systems, Auton. Agents Multi Agent Syst. 2012 cited by 433

  19. Socially Adaptive Path Planning in Human Environments Using Inverse Reinforcement Learning

    Authors: Beomjoon Kim, Joelle Pineau - International Journal of Social Robotics, Int. J. Soc. Robotics 2015 cited by 224

  20. Automated Data-Driven Generation of Personalized Pedagogical Interventions in Intelligent Tutoring Systems

    Authors: Ekaterina Kochmar, Dung Do Vu, Robert Belfer, Varun Gupta, Iulian Vlad Serban, Joelle Pineau - International Journal of Artificial Intelligence in Education, Int. J. Artif. Intell. Educ. 2021 cited by 86

  21. An Actor-Critic Algorithm for Sequence Prediction

    Authors: Dzmitry Bahdanau, Philemon Brakel, Kelvin Xu, Anirudh Goyal, Ryan Lowe, Joelle Pineau, Aaron C. Courville, Yoshua Bengio - ICLR (Poster) 2017 cited by 671

  22. Person tracking and following with 2D laser scanners

    Authors: Angus Leigh, Joelle Pineau, Nicolas A. Olmedo, Hong Zhang - IEEE International Conference on Robotics and Automation (ICRA) 2015 cited by 195

  23. The Second Conversational Intelligence Challenge (ConvAI2)

    Authors: Emily Dinan, Varvara Logacheva, Valentin Malykh, Alexander H. Miller, Kurt Shuster, Jack Urbanek, Douwe Kiela, Arthur Szlam, Iulian Serban, Ryan Lowe, Shrimai Prabhumoye, Alan W. Black, Alexander I. Rudnicky, Jason D. Williams, Joelle Pineau, Mikhail Burtsev, Jason Weston - ˜The œSpringer series on challenges in machine learning 2019 cited by 366

  24. A Dissection of Overfitting and Generalization in Continuous Reinforcement Learning

    Authors: Amy Zhang, Nicolas Ballas, Joelle Pineau - arXiv (Cornell University), CoRR 2018 cited by 125