Julien Roy

According to our database, Julien Roy authored at least 14 papers between 2010 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Evaluating the Effectiveness of Configurable Virtual Reality System for Multi-sensory Spatial Audio Training.

Sinnie Choi, Delsther James Edralin, Eric Tang, Mark Harmon, Julien Roy

Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference Posters, 2025

Efficient Biological Data Acquisition through Inference Set Design.

Ihor Neporozhnii, Julien Roy, Emmanuel Bengio, Jason S. Hartford

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

SynFlowNet: Design of Diverse and Novel Molecules with Synthesis Constraints.

Miruna T. Cretu, Charles Harris, Ilia Igashov, Arne Schneuing, Marwin H. S. Segler, Bruno E. Correia, Julien Roy, Emmanuel Bengio, Pietro Lio

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Effective Reward Specification in Deep Reinforcement Learning.

Julien Roy

CoRR, 2024

SynFlowNet: Towards Molecule Design with Guaranteed Synthesis Pathways.

Miruna T. Cretu, Charles Harris, Julien Roy, Emmanuel Bengio, Pietro Liò

CoRR, 2024

2023

Goal-conditioned GFlowNets for Controllable Multi-Objective Molecular Design.

Julien Roy, Pierre-Luc Bacon, Christopher Pal, Emmanuel Bengio

CoRR, 2023

2022

Direct Behavior Specification via Constrained Reinforcement Learning.

Julien Roy, Roger Girgis, Joshua Romoff, Pierre-Luc Bacon, Christopher J. Pal

Proceedings of the International Conference on Machine Learning, 2022

2020

Promoting Coordination through Policy Regularization in Multi-Agent Deep Reinforcement Learning.

Julien Roy, Paul Barde, Félix G. Harvey, Derek Nowrouzezahrai, Chris Pal

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Adversarial Soft Advantage Fitting: Imitation Learning without Policy Optimization.

Paul Barde, Julien Roy, Wonseok Jeon, Joelle Pineau, Chris Pal, Derek Nowrouzezahrai

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Option-Critic in Cooperative Multi-agent Systems.

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

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019

Promoting Coordination through Policy Regularization in Multi-Agent Reinforcement Learning.

Paul Barde, Julien Roy, Félix G. Harvey, Derek Nowrouzezahrai, Christopher J. Pal

CoRR, 2019

2018

Recurrent semi-supervised classification and constrained adversarial generation with motion capture data.

Félix G. Harvey, Julien Roy, David Kanaa, Christopher Joseph Pal

Image Vis. Comput., 2018

2017

DynODet: Detecting Dynamic Obfuscation in Malware.

Danny Kim, Amir Majlesi-Kupaei, Julien Roy, Kapil Anand, Khaled ElWazeer, Daniel Buettner, Rajeev Barua

Proceedings of the Detection of Intrusions and Malware, and Vulnerability Assessment, 2017

2010

Lossless compression of hyperspectral data obtained from Fourier-transform infrared imaging spectrometers.

Julien Roy, Simon Potvin, Jean-Daniel Deschênes, Jérôme Genest

Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010