Joëlle Pineau
Impact in
- Artificial Intelligence top 0.1%
- Topic Modeling
- Reinforcement Learning in Robotics
- Speech and dialogue systems
- Natural Language Processing Techniques
- AI in Service Interactions
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- Robotic Path Planning Algorithms
- Multimodal Machine Learning Applications
Papers in
-
- Reinforcement Learning in Robotics 50
- Machine Learning and Algorithms 31
- Topic Modeling 28
- Natural Language Processing Techniques 22
- Speech and dialogue systems 17
- Bayesian Modeling and Causal Inference 12
- Co-authors
- Sebastian Thrun (12 shared papers)Iulian Vlad Serban (12 shared papers)Peter Henderson (8 shared papers)Riashat Islam (5 shared papers)Geoff Gordon (4 shared papers)Aaron Courville (7 shared papers)Yoshua Bengio (6 shared papers)Alessandro Sordoni (4 shared papers)
- Journals
- Journal of Artificial Intelligence Research (4 papers)International Journal of Social Robotics (3 papers)Nature Machine Intelligence (3 papers)Journal of Machine Learning Research (2 papers)Robotics and Autonomous Systems (2 papers)
- Partner nations
- CanadaUnited StatesIsrael
In The Last Decade
Joëlle Pineau
178 papers receiving 10.7k citations
Joëlle Pineau's Hit Papers
Peers
Comparison fields: 5 of 183
- Artificial Intelligence 7.0k
- Computer Vision and Pattern Recognition 2.4k
- Health Informatics 105
- Human-Computer Interaction 434
- Control and Systems Engineering 1.4k
Countries citing papers authored by Joëlle Pineau
This map shows the geographic impact of Joëlle Pineau's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Joëlle Pineau with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Joëlle Pineau more than expected).
Fields of papers citing papers by Joëlle Pineau
This network shows the impact of papers produced by Joëlle Pineau. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Joëlle Pineau. The network helps show where Joëlle Pineau may publish in the future.
Co-authors
The 25 scholars most cited alongside Joëlle Pineau, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 184 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models Hit paper breakdown → | 2016 | 1005 |
| 2 | An Introduction to Deep Reinforcement Learning Hit paper breakdown → | 2018 | 917 |
| 3 | Deep Reinforcement Learning That Matters Hit paper breakdown → | 2018 | 912 |
| 4 | How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation Hit paper breakdown → | 2016 | 655 |
| 5 | Point-based value iteration: an anytime algorithm for POMDPs Hit paper breakdown → | 2003 | 641 |
| 6 | A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues Hit paper breakdown → | 2017 | 544 |
| 7 | Towards robotic assistants in nursing homes: Challenges and results Hit paper breakdown → | 2003 | 512 |
| 8 | An Introduction to Deep Reinforcement Learning Hit paper breakdown → | 2018 | 375 |
| 9 | Online Planning Algorithms for POMDPs Hit paper breakdown → | 2008 | 347 |
| 10 | 2012 | 278 | |
| 11 | 2006 | 260 | |
| 12 | 2002 | 242 | |
| 13 | 2000 | 205 | |
| 14 | Pearl: A Mobile Robotic Assistant for the Elderly | 2002 | 205 |
| 15 | Towards Personal Service Robots for the Elderly | 1999 | 198 |
| 16 | 2015 | 176 | |
| 17 | 2019 | 173 | |
| 18 | 2015 | 166 | |
| 19 | 2015 | 152 | |
| 20 | 2016 | 151 |
About Joëlle Pineau
Joëlle Pineau is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Social Psychology, Management Science and Operations Research and Cognitive Neuroscience, having authored 184 papers that have together received 11.3k indexed citations. Recurring topics across this work include Reinforcement Learning in Robotics (50 papers), Machine Learning and Algorithms (31 papers), Topic Modeling (28 papers), Natural Language Processing Techniques (22 papers), Speech and dialogue systems (17 papers), Gaze Tracking and Assistive Technology (14 papers), Social Robot Interaction and HRI (13 papers) and Bayesian Modeling and Causal Inference (12 papers). The work is most often cited by research in Artificial Intelligence (7.0k citations), Computer Vision and Pattern Recognition (2.4k citations), Health Informatics (105 citations), Human-Computer Interaction (434 citations) and Control and Systems Engineering (1.4k citations). Joëlle Pineau has collaborated with scholars based in Canada, United States and Israel. Frequent co-authors include Sebastian Thrun, Iulian Vlad Serban, Peter Henderson, Riashat Islam, Geoff Gordon, Aaron Courville, Yoshua Bengio, Alessandro Sordoni, Doina Precup and Nicholas Roy. Their work appears in journals such as Journal of Artificial Intelligence Research, International Journal of Social Robotics, Nature Machine Intelligence, Journal of Machine Learning Research and Robotics and Autonomous Systems.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.