Joelle Pineau is affiliated with McGill University in Canada and has a substantial body of research mainly in the field of computer science. Their work has contributed extensively to artificial intelligence, with significant publications in reinforcement learning and its applications across robotics and healthcare.
The main field of study for Pineau is computer science, with a focus on several subfields including:
The topics covered in their research reflect a broad and interdisciplinary approach:
Pineau's recent papers reflect ongoing work in reproducibility and environmental impact in machine learning, as well as language modeling approaches. Notable publications include:
Their frequent coauthors include Koustuv Sinha, Amy Zhang, Douwe Kiela, Doina Precup, and Iulian Vlad Serban, indicating collaboration across various aspects of artificial intelligence research.
Joelle Pineau has published extensively in venues such as:
Recognized by the Association for the Advancement of Artificial Intelligence, Pineau was named a Fellow in 2018 for contributions that include planning and learning in complex, partially observable domains and practical applications in robotics and healthcare.
John Langford;Joelle Pineau
Iulian V. Serban;Alessandro Sordoni;Yoshua Bengio;Aaron Courville
Peter Henderson;Riashat Islam;Philip Bachman;Joelle Pineau
Vincent François-Lavet;Peter Henderson;Riashat Islam;Marc G. Bellemare
Joelle Pineau;Geoff Gordon;Sebastian Thrun
Chia-Wei Liu;Ryan Lowe;Iulian Vlad Serban;Michael Noseworthy
Iulian Vlad Serban;Alessandro Sordoni;Ryan Lowe;Laurent Charlin
Ryan Lowe;Nissan Pow;Iulian Serban;Joelle Pineau
Joelle Pineau;Michael Montemerlo;Martha E. Pollack;Nicholas Roy
Guy Shani;Joelle Pineau;Robert Kaplow
Stéphane Ross;Joelle Pineau;Sébastien Paquet;Brahim Chaib-draa
Dzmitry Bahdanau;Philemon Brakel;Kelvin Xu;Anirudh Goyal
Joelle Pineau;Geoffrey Gordon;Sebastian Thrun
Emily Dinan;Varvara Logacheva;Valentin Malykh;Alexander H. Miller
Benjamin Haibe-Kains;George Alexandru Adam;Ahmed Hosny;Farnoosh Khodakarami
Ryan Lowe;Michael Noseworthy;Iulian Vlad Serban;Nicolas Angelard-Gontier
Michael Montemerlo;Joelle Pineau;Nicholas Roy;Sebastian Thrun
Mohammad Ghavamzadeh;Shie Mannor;Joelle Pineau;Aviv Tamar
Martha E. Pollack;Laura Brown;Dirk Colbry;Cheryl Orosz
Nicholas Roy;Joelle Pineau;Sebastian Thrun
Mohammed Ghavamzadeh;Shie Mannor;Joelle Pineau;Aviv Tamar
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