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Laurent Orseau

Isotuning With Applications To Scale-Free Online Learning

Dec 29, 2021
Laurent Orseau, Marcus Hutter

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Proving Theorems using Incremental Learning and Hindsight Experience Replay

Dec 20, 2021
Eser Aygün, Laurent Orseau, Ankit Anand, Xavier Glorot, Vlad Firoiu, Lei M. Zhang, Doina Precup, Shibl Mourad

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* 16 pages, 2 figures

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Policy-Guided Heuristic Search with Guarantees

Mar 21, 2021
Laurent Orseau, Levi H. S. Lelis

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Avoiding Side Effects By Considering Future Tasks

Oct 15, 2020
Victoria Krakovna, Laurent Orseau, Richard Ngo, Miljan Martic, Shane Legg

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* Published in NeurIPS 2020

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Logarithmic Pruning is All You Need

Jun 22, 2020
Laurent Orseau, Marcus Hutter, Omar Rivasplata

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Learning to Prove from Synthetic Theorems

Jun 19, 2020
Eser Aygün, Zafarali Ahmed, Ankit Anand, Vlad Firoiu, Xavier Glorot, Laurent Orseau, Doina Precup, Shibl Mourad

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* 17 pages, 6 figures, submitted to NeurIPS 2020

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Pitfalls of learning a reward function online

Apr 28, 2020
Stuart Armstrong, Jan Leike, Laurent Orseau, Shane Legg

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Zooming Cautiously: Linear-Memory Heuristic Search With Node Expansion Guarantees

Jun 07, 2019
Laurent Orseau, Levi H. S. Lelis, Tor Lattimore

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* This paper and another independent IJCAI 2019 submission have been merged into a single paper that subsumes both of them (Helmert et. al., 2019). This paper is placed here only for historical context. Please only cite the subsuming paper

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