Julien Roy

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 12

Top Topics

Cooperative Multi Agent Systems

Temporal Difference

Reinforcement Learning

Top Venues

Publications

Miruna T. Cretu, Charles Harris, Julien Roy, Emmanuel Bengio, Pietro Liò
SynFlowNet: Towards Molecule Design with Guaranteed Synthesis Pathways. CoRR (2024)
Julien Roy, Pierre-Luc Bacon, Christopher Pal, Emmanuel Bengio
Goal-conditioned GFlowNets for Controllable Multi-Objective Molecular Design. CoRR (2023)
Julien Roy, Roger Girgis, Joshua Romoff, Pierre-Luc Bacon, Christopher J. Pal
Direct Behavior Specification via Constrained Reinforcement Learning. ICML (2022)
Julien Roy, Roger Girgis, Joshua Romoff, Pierre-Luc Bacon, Christopher J. Pal
Direct Behavior Specification via Constrained Reinforcement Learning. CoRR (2021)
Paul Barde, Julien Roy, Wonseok Jeon, Joelle Pineau, Christopher J. Pal, Derek Nowrouzezahrai
Adversarial Soft Advantage Fitting: Imitation Learning without Policy Optimization. CoRR (2020)
Julien Roy, Paul Barde, Félix G. Harvey, Derek Nowrouzezahrai, Chris Pal
Promoting Coordination through Policy Regularization in Multi-Agent Deep Reinforcement Learning. NeurIPS (2020)
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)
Paul Barde, Julien Roy, Wonseok Jeon, Joelle Pineau, Chris Pal, Derek Nowrouzezahrai
Adversarial Soft Advantage Fitting: Imitation Learning without Policy Optimization. NeurIPS (2020)
Jhelum Chakravorty, Patrick Nadeem Ward, Julien Roy, Maxime Chevalier-Boisvert, Sumana Basu, Andrei Lupu, Doina Precup
Option-critic in cooperative multi-agent systems. CoRR (2019)
Paul Barde, Julien Roy, Félix G. Harvey, Derek Nowrouzezahrai, Christopher J. Pal
Promoting Coordination through Policy Regularization in Multi-Agent Reinforcement Learning. CoRR (2019)
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 (2018)
Danny Kim, Amir Majlesi-Kupaei, Julien Roy, Kapil Anand, Khaled ElWazeer, Daniel Buettner, Rajeev Barua
DynODet: Detecting Dynamic Obfuscation in Malware. DIMVA (2017)
Julien Roy, Simon Potvin, Jean-Daniel Deschênes, Jérôme Genest
Lossless compression of hyperspectral data obtained from Fourier-transform infrared imaging spectrometers. WHISPERS (2010)