Joelle Pineau
Orcid: 0000-0003-0747-7250Affiliations:
- McGill University, Montreal, Canada
According to our database1,
Joelle Pineau
authored at least 237 papers
between 2000 and 2024.
Collaborative distances:
Collaborative distances:
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Online presence:
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Bibliography
2024
Rethinking Machine Learning Benchmarks in the Context of Professional Codes of Conduct.
Proceedings of the Symposium on Computer Science and Law, 2024
2023
Nat. Mac. Intell., January, 2023
Estimating causal effects with optimization-based methods: A review and empirical comparison.
Eur. J. Oper. Res., 2023
2022
J. Artif. Intell. Res., 2022
Automated Data-Driven Generation of Personalized Pedagogical Interventions in Intelligent Tutoring Systems.
Int. J. Artif. Intell. Educ., 2022
Proceedings of the Learning for Dynamics and Control Conference, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
A Generalized Bootstrap Target for Value-Learning, Efficiently Combining Value and Feature Predictions.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Proceedings of the Reflections on Artificial Intelligence for Humanity, 2021
Improving Reproducibility in Machine Learning Research(A Report from the NeurIPS 2019 Reproducibility Program).
J. Mach. Learn. Res., 2021
Do Encoder Representations of Generative Dialogue Models Encode Sufficient Information about the Task ?
CoRR, 2021
CoRR, 2021
COVID-19 Prognosis via Self-Supervised Representation Learning and Multi-Image Prediction.
CoRR, 2021
Proceedings of the Continual Semi-Supervised Learning - First International Workshop, 2021
Do Encoder Representations of Generative Dialogue Models have sufficient summary of the Information about the task ?
Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2021
A Brief Study on the Effects of Training Generative Dialogue Models with a Semantic loss.
Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2021
Multi-Objective SPIBB: Seldonian Offline Policy Improvement with Safety Constraints in Finite MDPs.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
OptiDICE: Offline Policy Optimization via Stationary Distribution Correction Estimation.
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021
TDprop: Does Adaptive Optimization With Jacobi Preconditioning Help Temporal Difference Learning?
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Nat. Mach. Intell., 2020
J. Artif. Intell. Res., 2020
CoRR, 2020
How To Evaluate Your Dialogue System: Probe Tasks as an Alternative for Token-level Evaluation Metrics.
CoRR, 2020
CoRR, 2020
Towards the Systematic Reporting of the Energy and Carbon Footprints of Machine Learning.
CoRR, 2020
Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020
Handling Black Swan Events in Deep Learning with Diversely Extrapolated Neural Networks.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
On Overfitting and Asymptotic Bias in Batch Reinforcement Learning with Partial Observability (Extended Abstract).
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 14th ACM International Conference on Distributed and Event-based Systems, 2020
Proceedings of the Artificial Intelligence in Education - 21st International Conference, 2020
Automated Personalized Feedback Improves Learning Gains in An Intelligent Tutoring System.
Proceedings of the Artificial Intelligence in Education - 21st International Conference, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Literature Mining for Incorporating Inductive Bias in Biomedical Prediction Tasks (Student Abstract).
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
On Overfitting and Asymptotic Bias in Batch Reinforcement Learning with Partial Observability.
J. Artif. Intell. Res., 2019
CoRR, 2019
CoRR, 2019
CoRR, 2019
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the Beyond Vision and LANguage: inTEgrating Real-world kNowledge, 2019
Proceedings of the 3rd Annual Conference on Robot Learning, 2019
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Spatially Invariant Unsupervised Object Detection with Convolutional Neural Networks.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Streaming kernel regression with provably adaptive mean, variance, and regularization.
J. Mach. Learn. Res., 2018
Int. J. Soc. Robotics, 2018
A Survey of Available Corpora For Building Data-Driven Dialogue Systems: The Journal Version.
Dialogue Discourse, 2018
CoRR, 2018
Where Did My Optimum Go?: An Empirical Analysis of Gradient Descent Optimization in Policy Gradient Methods.
CoRR, 2018
CoRR, 2018
Disentangling the independently controllable factors of variation by interacting with the world.
CoRR, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Contextual Bandits for Adapting Treatment in a Mouse Model of de Novo Carcinogenesis.
Proceedings of the Machine Learning for Healthcare Conference, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Proceedings of the 2nd Annual Conference on Robot Learning, 2018
Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
OptionGAN: Learning Joint Reward-Policy Options Using Generative Adversarial Inverse Reinforcement Learning.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
IEEE J. Biomed. Health Informatics, 2017
Dialogue Discourse, 2017
Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017
Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 2nd Workshop on Structured Prediction for Natural Language Processing, 2017
Proceedings of the Advances in Artificial Intelligence, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
IEEE Trans. Knowl. Data Eng., 2016
Socially Adaptive Path Planning in Human Environments Using Inverse Reinforcement Learning.
Int. J. Soc. Robotics, 2016
Proceedings of the SIGDIAL 2016 Conference, 2016
Proceedings of the 1st Machine Learning in Health Care, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016
How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016
Proceedings of the 2016 AAAI Spring Symposia, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems.
Proceedings of the SIGDIAL 2015 Conference, 2015
Automatically characterizing driving activities onboard smart wheelchairs from accelerometer data.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015
An Expectation-Maximization Algorithm to Compute a Stochastic Factorization From Data.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the IEEE International Conference on Robotics and Automation, 2015
Proceedings of the 2nd International Workshop on Mining Urban Data co-located with 32nd International Conference on Machine Learning (ICML 2015), 2015
Improving the Design and Discovery of Dynamic Treatment Strategies Using Recent Results in Sequential Decision-Making.
Proceedings of the Twenty-Fifth International Conference on Automated Planning and Scheduling, 2015
Proceedings of the 2015 AAAI Fall Symposia, Arlington, Virginia, USA, November 12-14, 2015, 2015
Proceedings of the 2015 AAAI Fall Symposia, Arlington, Virginia, USA, November 12-14, 2015, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
J. Mach. Learn. Res., 2014
Proceedings of the 2nd International Conference on Learning Representations, 2014
Methods of Moments for Learning Stochastic Languages: Unified Presentation and Empirical Comparison.
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the 2014 AAAI Fall Symposia, Arlington, Virginia, USA, November 13-15, 2014, 2014
2013
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Proceedings of the Robotics: Science and Systems IX, Technische Universität Berlin, Berlin, Germany, June 24, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the Designing Intelligent Robots: Reintegrating AI II, 2013
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013
2012
IEEE J. Sel. Top. Signal Process., 2012
CoRR, 2012
Reinforcement learning with limited reinforcement: Using Bayes risk for active learning in POMDPs.
Artif. Intell., 2012
On-line Reinforcement Learning Using Incremental Kernel-Based Stochastic Factorization.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the Tenth European Workshop on Reinforcement Learning, 2012
Proceedings of the Ninth Conference on Computer and Robot Vision, 2012
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
2011
A bistable computational model of recurring epileptiform activity as observed in rodent slice preparations.
Neural Networks, 2011
Informing sequential clinical decision-making through reinforcement learning: an empirical study.
Mach. Learn., 2011
A Bayesian Approach for Learning and Planning in Partially Observable Markov Decision Processes.
J. Mach. Learn. Res., 2011
J. Artif. Intell. Res., 2011
Proceedings of the UAI 2011, 2011
Proceedings of the UAI 2011, 2011
Proceedings of the Logic, Language, and Computation, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the Recent Advances in Reinforcement Learning - 9th European Workshop, 2011
Proceedings of the Recent Advances in Reinforcement Learning - 9th European Workshop, 2011
Mobility profile and wheelchair driving skills of powered wheelchair users: Sensor-based event recognition using a support vector machine classifier.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 2011 IEEE Symposium on Adaptive Dynamic Programming And Reinforcement Learning, 2011
Proceedings of the Computational Physiology, 2011
2010
Proceedings of the 10th Performance Metrics for Intelligent Systems Workshop, 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the IEEE International Conference on Robotics and Automation, 2010
Proceedings of the IEEE International Conference on Robotics and Automation, 2010
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
Proceedings of the Manifold Learning and Its Applications, 2010
2009
Development and Validation of a Robust Speech Interface for Improved Human-Robot Interaction.
Int. J. Soc. Robotics, 2009
Int. J. Neural Syst., 2009
Manifold Embeddings for Model-Based Reinforcement Learning under Partial Observability.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
Proceedings of the 14th International Conference on Intelligent User Interfaces, 2009
Proceedings of the IJCAI 2009, 2009
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
2008
Proceedings of the UAI 2008, 2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Bayes-Adaptive POMDPs: A New Perspective on the Explore-Exploit Tradeoff in Partially Observable Domains.
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2008
Bayesian reinforcement learning in continuous POMDPs with application to robot navigation.
Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008
2007
Apprentissage actif dans les processus décisionnels de Markov partiellement observables L'algorithme MEDUSA.
Rev. d'Intelligence Artif., 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Proceedings of the 2007 IEEE International Conference on Robotics and Automation, 2007
Proceedings of the Advances in Artificial Intelligence, 2007
SmartWheeler: A Robotic Wheelchair Test-Bed for Investigating New Models of Human-Robot Interaction.
Proceedings of the Multidisciplinary Collaboration for Socially Assistive Robotics, 2007
2006
Proceedings of the Machine Learning: ECML 2006, 2006
Proceedings of the Sixteenth International Conference on Automated Planning and Scheduling, 2006
2005
Proceedings of the Robotics Research: Results of the 12th International Symposium, 2005
Proceedings of the Machine Learning: ECML 2005, 2005
2003
Robotics Auton. Syst., 2003
Proceedings of the UAI '03, 2003
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
Proceedings of the IJCAI-03, 2003
2002
Proceedings of the AMIA 2002, 2002
Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002
2000
Proceedings of the IEEE International Conference on Acoustics, 2000
Proceedings of the 38th Annual Meeting of the Association for Computational Linguistics, 2000