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ORCIDJulien Roy
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2020 – today
- 2024
[i7]Miruna T. Cretu, Charles Harris, Julien Roy, Emmanuel Bengio, Pietro Liò:
SynFlowNet: Towards Molecule Design with Guaranteed Synthesis Pathways. CoRR abs/2405.01155 (2024)- [i6]Ihor Neporozhnii, Julien Roy, Emmanuel Bengio, Jason Hartford:
Efficient Biological Data Acquisition through Inference Set Design. CoRR abs/2410.19631 (2024) - 2023
- [i5]Julien Roy, Pierre-Luc Bacon, Christopher Pal, Emmanuel Bengio:
Goal-conditioned GFlowNets for Controllable Multi-Objective Molecular Design. CoRR abs/2306.04620 (2023) - 2022
- [c6]Julien Roy, Roger Girgis, Joshua Romoff, Pierre-Luc Bacon, Christopher J. Pal:
Direct Behavior Specification via Constrained Reinforcement Learning. ICML 2022: 18828-18843 - 2021
- [i4]Julien Roy, Roger Girgis, Joshua Romoff, Pierre-Luc Bacon, Christopher J. Pal:
Direct Behavior Specification via Constrained Reinforcement Learning. CoRR abs/2112.12228 (2021) - 2020
- [c5]Jhelum Chakravorty, Patrick Nadeem Ward, Julien Roy, Maxime Chevalier-Boisvert, Sumana Basu, Andrei Lupu, Doina Precup:
Option-Critic in Cooperative Multi-agent Systems. AAMAS 2020: 1792-1794 - [c4]Paul Barde, Julien Roy, Wonseok Jeon, Joelle Pineau, Chris Pal, Derek Nowrouzezahrai:
Adversarial Soft Advantage Fitting: Imitation Learning without Policy Optimization. NeurIPS 2020 - [c3]Julien Roy, Paul Barde, Félix G. Harvey, Derek Nowrouzezahrai, Chris Pal:
Promoting Coordination through Policy Regularization in Multi-Agent Deep Reinforcement Learning. NeurIPS 2020 - [i3]Paul Barde, Julien Roy, Wonseok Jeon, Joelle Pineau, Christopher J. Pal, Derek Nowrouzezahrai:
Adversarial Soft Advantage Fitting: Imitation Learning without Policy Optimization. CoRR abs/2006.13258 (2020)
2010 – 2019
- 2019
- [i2]Paul Barde, Julien Roy, Félix G. Harvey, Derek Nowrouzezahrai, Christopher J. Pal:
Promoting Coordination through Policy Regularization in Multi-Agent Reinforcement Learning. CoRR abs/1908.02269 (2019) - [i1]Jhelum Chakravorty, Patrick Nadeem Ward, Julien Roy, Maxime Chevalier-Boisvert, Sumana Basu, Andrei Lupu, Doina Precup:
Option-critic in cooperative multi-agent systems. CoRR abs/1911.12825 (2019) - 2018
- [j1]Félix G. Harvey, Julien Roy, David Kanaa, Christopher Joseph Pal:
Recurrent semi-supervised classification and constrained adversarial generation with motion capture data. Image Vis. Comput. 78: 42-52 (2018) - 2017
- [c2]Danny Kim, Amir Majlesi-Kupaei, Julien Roy, Kapil Anand, Khaled ElWazeer, Daniel Buettner, Rajeev Barua:
DynODet: Detecting Dynamic Obfuscation in Malware. DIMVA 2017: 97-118 - 2010
- [c1]Julien Roy, Simon Potvin, Jean-Daniel Deschênes, Jérôme Genest:
Lossless compression of hyperspectral data obtained from Fourier-transform infrared imaging spectrometers. WHISPERS 2010: 1-4
Coauthor Index
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