Julien Roy

18 papers A* 5A 1B 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2025 A* conf
Efficient Biological Data Acquisition through Inference Set Design.
ICLR
Ihor Neporozhnii, Julien Roy, Emmanuel Bengio, Jason S. Hartford
2025 — conf
Evaluating the Effectiveness of Configurable Virtual Reality System for Multi-sensory Spatial Audio Training.
SIGGRAPH Posters
Sinnie Choi, Delsther James Edralin, Eric Tang, Mark Harmon, Julien Roy
2025 A* conf
SynFlowNet: Design of Diverse and Novel Molecules with Synthesis Constraints.
ICLR
Miruna T. Cretu, Charles Harris, Ilia Igashov, Arne Schneuing, Marwin H. S. Segler, Bruno E. Correia, Julien Roy, Emmanuel Bengio, Pietro Lio
2024 J jnl
Effective Reward Specification in Deep Reinforcement Learning.
CoRR
Julien Roy
2024 J jnl
Efficient Biological Data Acquisition through Inference Set Design.
CoRR
Ihor Neporozhnii, Julien Roy, Emmanuel Bengio, Jason S. Hartford
2024 J jnl
SynFlowNet: Towards Molecule Design with Guaranteed Synthesis Pathways.
CoRR
Miruna T. Cretu, Charles Harris, Julien Roy, Emmanuel Bengio, Pietro Liò
2023 J jnl
Goal-conditioned GFlowNets for Controllable Multi-Objective Molecular Design.
CoRR
Julien Roy, Pierre-Luc Bacon, Christopher Pal, Emmanuel Bengio
2022 A* conf
Direct Behavior Specification via Constrained Reinforcement Learning.
ICML
Julien Roy, Roger Girgis, Joshua Romoff, Pierre-Luc Bacon, Christopher J. Pal
2021 J jnl
Direct Behavior Specification via Constrained Reinforcement Learning.
CoRR
Julien Roy, Roger Girgis, Joshua Romoff, Pierre-Luc Bacon, Christopher J. Pal
2020 A* conf
Adversarial Soft Advantage Fitting: Imitation Learning without Policy Optimization.
NeurIPS
Paul Barde, Julien Roy, Wonseok Jeon, Joelle Pineau, Chris Pal, Derek Nowrouzezahrai
2020 J jnl
Adversarial Soft Advantage Fitting: Imitation Learning without Policy Optimization.
CoRR
Paul Barde, Julien Roy, Wonseok Jeon, Joelle Pineau, Christopher J. Pal, Derek Nowrouzezahrai
2020 A conf
Option-Critic in Cooperative Multi-agent Systems.
AAMAS
Jhelum Chakravorty, Patrick Nadeem Ward, Julien Roy, Maxime Chevalier-Boisvert, Sumana Basu, Andrei Lupu, Doina Precup
2020 A* conf
Promoting Coordination through Policy Regularization in Multi-Agent Deep Reinforcement Learning.
NeurIPS
Julien Roy, Paul Barde, Félix G. Harvey, Derek Nowrouzezahrai, Chris Pal
2019 J jnl
Option-critic in cooperative multi-agent systems.
CoRR
Jhelum Chakravorty, Patrick Nadeem Ward, Julien Roy, Maxime Chevalier-Boisvert, Sumana Basu, Andrei Lupu, Doina Precup
2019 J jnl
Promoting Coordination through Policy Regularization in Multi-Agent Reinforcement Learning.
CoRR
Paul Barde, Julien Roy, Félix G. Harvey, Derek Nowrouzezahrai, Christopher J. Pal
2018 J jnl
Recurrent semi-supervised classification and constrained adversarial generation with motion capture data.
Image Vis. Comput.
Félix G. Harvey, Julien Roy, David Kanaa, Christopher Joseph Pal
2017 B conf
DynODet: Detecting Dynamic Obfuscation in Malware.
DIMVA
Danny Kim, Amir Majlesi-Kupaei, Julien Roy, Kapil Anand, Khaled ElWazeer, Daniel Buettner, Rajeev Barua
2010 — conf
Lossless compression of hyperspectral data obtained from Fourier-transform infrared imaging spectrometers.
WHISPERS
Julien Roy, Simon Potvin, Jean-Daniel Deschênes, Jérôme Genest