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Doina Precup

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Finding Increasingly Large Extremal Graphs with AlphaZero and Tabu Search

Nov 06, 2023
Abbas Mehrabian, Ankit Anand, Hyunjik Kim, Nicolas Sonnerat, Matej Balog, Gheorghe Comanici, Tudor Berariu, Andrew Lee, Anian Ruoss, Anna Bulanova, Daniel Toyama, Sam Blackwell, Bernardino Romera Paredes, Petar Veličković, Laurent Orseau, Joonkyung Lee, Anurag Murty Naredla, Doina Precup, Adam Zsolt Wagner

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DGFN: Double Generative Flow Networks

Nov 06, 2023
Elaine Lau, Nikhil Vemgal, Doina Precup, Emmanuel Bengio

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Conditions on Preference Relations that Guarantee the Existence of Optimal Policies

Nov 03, 2023
Jonathan Colaco Carr, Prakash Panangaden, Doina Precup

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Forecaster: Towards Temporally Abstract Tree-Search Planning from Pixels

Oct 16, 2023
Thomas Jiralerspong, Flemming Kondrup, Doina Precup, Khimya Khetarpal

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A cry for help: Early detection of brain injury in newborns

Oct 13, 2023
Charles C. Onu, Samantha Latremouille, Arsenii Gorin, Junhao Wang, Uchenna Ekwochi, Peter O. Ubuane, Omolara A. Kehinde, Muhammad A. Salisu, Datonye Briggs, Yoshua Bengio, Doina Precup

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Combining Spatial and Temporal Abstraction in Planning for Better Generalization

Sep 30, 2023
Mingde Zhao, Safa Alver, Harm van Seijen, Romain Laroche, Doina Precup, Yoshua Bengio

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Policy composition in reinforcement learning via multi-objective policy optimization

Aug 30, 2023
Shruti Mishra, Ankit Anand, Jordan Hoffmann, Nicolas Heess, Martin Riedmiller, Abbas Abdolmaleki, Doina Precup

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A Definition of Continual Reinforcement Learning

Jul 20, 2023
David Abel, André Barreto, Benjamin Van Roy, Doina Precup, Hado van Hasselt, Satinder Singh

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