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Julien Roy

3 papers hereh-index 3446 citations5 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG3
same name
  • Julien Roy — 3 papers, h 6

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedEffective Reward Specification in Deep Reinforcement Learning

1 citations · 1 across the 1 of their papers we have counts for

collaborators

2 papers

cs.LG2024★ 1 cited

Effective Reward Specification in Deep Reinforcement Learning

Julien Roy

In the last decade, Deep Reinforcement Learning has evolved into a powerful tool for complex sequential decision-making problems. It combines deep learning's proficiency in process…

cs.LG2024

Efficient Biological Data Acquisition through Inference Set Design

Ihor Neporozhnii, Julien Roy, Emmanuel Bengio +1

In drug discovery, highly automated high-throughput laboratories are used to screen a large number of compounds in search of effective drugs. These experiments are expensive, so on…

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