Julien Roy
5 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(13)
π£
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
active learning
(1)
multi-agent reinforcement learning
(1)
policy optimization
(1)
uncertainty quantification
(1)
constrained reinforcement learning
(1)
sequential sampling
(1)
safe reinforcement learning
(1)
generative model
(1)
inductive bia
(1)
reward hacking
(1)
sparse reward
(1)
adversarial imitation learning
(1)
policy regularization
(1)
drug discovery
(1)
molecular generation
(1)
chemical reaction
(1)
lagrangian method
(1)
behavioral constraint
(1)
reward specification
(1)
behavior specification
(1)
Papers
Efficient Biological Data Acquisition through Inference Set Design
ICLR 2025
SynFlowNet: Design of Diverse and Novel Molecules with Synthesis Constraints
ICLR 2025
Direct Behavior Specification via Constrained Reinforcement Learning
ICML 2022
Adversarial Soft Advantage Fitting: Imitation Learning without Policy Optimization
NeurIPS 2020
Promoting Coordination through Policy Regularization in Multi-Agent Deep Reinforcement Learning
NeurIPS 2020