Julien Roy
5 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(11)
Conferences
ICLR (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
multi-agent reinforcement learning
(1)
policy optimization
(1)
constrained reinforcement learning
(1)
safe reinforcement learning
(1)
inductive bia
(1)
reward hacking
(1)
sparse reward
(1)
adversarial imitation learning
(1)
policy regularization
(1)
lagrangian method
(1)
behavioral constraint
(1)
reward specification
(1)
behavior specification
(1)
cmdp framework
(1)
generator policy
(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
NIPS 2020
Promoting Coordination through Policy Regularization in Multi-Agent Deep Reinforcement Learning
NIPS 2020