The Mila Blog

27/11/2023

What do GFlowNets and Variational Inference Have in Common?

by Edward Hu, Nikolay Malkin, Katie Everett

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24/10/2023

Motif: Intrinsic Motivation from Artificial Intelligence Feedback

by Pierluca D'Oro, Martin Klissarov

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20/09/2023

Bidirectional Learning for Offline Model-based Optimization

by Can Chen, Yingxue Zhang, Xue Liu, Mark Coates

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13/09/2023

FairCal: Fairness Calibration for Face Verification

by Tiago Salvador, Stephanie Cairns, Vikram Voleti, Noah Marshall, Adam Oberman

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29/08/2023

α-ReQ: Assessing Representation Quality in SSL

by KK Agrawal, AK Mondal, A Ghosh, Blake A. Richards

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02/06/2023

Generalization properties of biologically-plausible temporal credit assignment rules

by Yuhan Helena Liu

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25/04/2023

Generalized Data Weighting via Class-level Gradient Manipulation

by Can Chen

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04/04/2023

Scaling in the service of reasoning & model-based ML

by Yoshua Bengio, Edward J. Hu

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06/03/2023

Adversarial Deep Reinforcement Learning: Adversarial Attacks Transfers Across MDPs

by Ezgi Korkmaz

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15/02/2023

Fully Autonomous Real-World Reinforcement Learning with Applications to Mobile Manipulation

by Jędrzej Orbik, Charles Sun, Coline Devin, Glen Berseth

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25/11/2022

Beyond Tabula Rasa: Reincarnating Reinforcement Learning

by Max Schwarzer, Rishabh Agarwal

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31/08/2022

Direct Behavior Specification via Constrained Reinforcement Learning

by Julien Roy, Roger Girgis, Joshua Romoff, Pierre-Luc Bacon, Chris Pal

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01/08/2022

AnyMorph: Learning Transferable Policies By Inferring Agent Morphology

by Brandon Trabucco

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13/07/2022

The Primacy Bias in Deep Reinforcement Learning

by Pierluca D'Oro, Evgenii Nikishin

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13/06/2022

Compositional Attention: Disentangling Search and Retrieval

by Sarthak Mittal

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