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Doina Precup

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On the Expressivity of Markov Reward

Nov 01, 2021
David Abel, Will Dabney, Anna Harutyunyan, Mark K. Ho, Michael L. Littman, Doina Precup, Satinder Singh

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Temporal Abstraction in Reinforcement Learning with the Successor Representation

Oct 12, 2021
Marlos C. Machado, Andre Barreto, Doina Precup

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Is Heterophily A Real Nightmare For Graph Neural Networks To Do Node Classification?

Sep 12, 2021
Sitao Luan, Chenqing Hua, Qincheng Lu, Jiaqi Zhu, Mingde Zhao, Shuyuan Zhang, Xiao-Wen Chang, Doina Precup

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Where Did You Learn That From? Surprising Effectiveness of Membership Inference Attacks Against Temporally Correlated Data in Deep Reinforcement Learning

Sep 08, 2021
Maziar Gomrokchi, Susan Amin, Hossein Aboutalebi, Alexander Wong, Doina Precup

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A Survey of Exploration Methods in Reinforcement Learning

Sep 02, 2021
Susan Amin, Maziar Gomrokchi, Harsh Satija, Herke van Hoof, Doina Precup

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Policy Gradients Incorporating the Future

Aug 11, 2021
David Venuto, Elaine Lau, Doina Precup, Ofir Nachum

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Temporally Abstract Partial Models

Aug 06, 2021
Khimya Khetarpal, Zafarali Ahmed, Gheorghe Comanici, Doina Precup

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The Option Keyboard: Combining Skills in Reinforcement Learning

Jun 24, 2021
André Barreto, Diana Borsa, Shaobo Hou, Gheorghe Comanici, Eser Aygün, Philippe Hamel, Daniel Toyama, Jonathan Hunt, Shibl Mourad, David Silver, Doina Precup

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Randomized Exploration for Reinforcement Learning with General Value Function Approximation

Jun 15, 2021
Haque Ishfaq, Qiwen Cui, Viet Nguyen, Alex Ayoub, Zhuoran Yang, Zhaoran Wang, Doina Precup, Lin F. Yang

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