L
Laurent Sifre
Researcher at Google
Publications - 33
Citations - 35068
Laurent Sifre is an academic researcher from Google. The author has contributed to research in topics: Reinforcement learning & Computer science. The author has an hindex of 15, co-authored 23 publications receiving 22890 citations. Previous affiliations of Laurent Sifre include École Normale Supérieure.
Papers
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Bridging the Gap Between Offline and Online Reinforcement Learning Evaluation Methodologies
TL;DR: This paper proposes a sequential approach to evaluate offline RL algorithms as a function of the training set size and thus by their data efficiency, providing valuable insights into the data efficiency and robustness of algorithms to distribution changes in the dataset.
Proceedings Article
Machine Translation Decoding beyond Beam Search.
Rémi Leblond,Jean-Baptiste Alayrac,Laurent Sifre,Miruna Pislar,Jean-Baptiste Lespiau,Ioannis Antonoglou,Karen Simonyan,Oriol Vinyals +7 more
TL;DR: In this article, Monte-Carlo Tree Search (MCTS) based method was used for decoding auto-regressive machine translation models, and it showed promising results on a variety of metrics.