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Direct Behavior Specification via Constrained Reinforcement Learning


Jan 19, 2022
Julien Roy, Roger Girgis, Joshua Romoff, Pierre-Luc Bacon, Christopher Pal


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Adversarial Soft Advantage Fitting: Imitation Learning without Policy Optimization


Jun 23, 2020
Paul Barde, Julien Roy, Wonseok Jeon, Joelle Pineau, Christopher Pal, Derek Nowrouzezahrai


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Option-critic in cooperative multi-agent systems


Jan 06, 2020
Jhelum Chakravorty, Nadeem Ward, Julien Roy, Maxime Chevalier-Boisvert, Sumana Basu, Andrei Lupu, Doina Precup


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Promoting Coordination through Policy Regularization in Multi-Agent Reinforcement Learning


Aug 06, 2019
Paul Barde, Julien Roy, Félix G. Harvey, Derek Nowrouzezahrai, Christopher Pal

* 15 pages, 6 figures 

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Recurrent Semi-supervised Classification and Constrained Adversarial Generation with Motion Capture Data


Jul 11, 2018
Félix G. Harvey, Julien Roy, David Kanaa, Christopher Pal

* IVC Journal Submission 

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