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Marcus Lapeyrolerie
Marcus Lapeyrolerie
PhD Student, UC Berkeley
Adresse e-mail validée de berkeley.edu
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Deep reinforcement learning for conservation decisions
M Lapeyrolerie, MS Chapman, KEA Norman, C Boettiger
Methods in Ecology and Evolution 13 (11), 2649-2662, 2022
182022
Bridging adaptive management and reinforcement learning for more robust decisions
M Chapman, L Xu, M Lapeyrolerie, C Boettiger
Philosophical Transactions of the Royal Society B 378 (1881), 20220195, 2023
62023
Limits to ecological forecasting: Estimating uncertainty for critical transitions with deep learning
M Lapeyrolerie, C Boettiger
Methods in Ecology and Evolution 14 (3), 785-798, 2023
52023
Teaching machines to anticipate catastrophes
M Lapeyrolerie, C Boettiger
Proceedings of the National Academy of Sciences 118 (40), e2115605118, 2021
52021
Power and accountability in reinforcement learning applications to environmental policy
M Chapman, C Scoville, M Lapeyrolerie, C Boettiger
arXiv preprint arXiv:2205.10911, 2022
42022
Environment, Society, and Machine Learning
C Scoville, H Faxon, M Chapman, SJ Fried, L Xu, C Boettiger, JM Reed, ...
12023
Pretty darn good control: when are approximate solutions better than approximate models
F Montealegre-Mora, M Lapeyrolerie, M Chapman, AG Keller, C Boettiger
Bulletin of Mathematical Biology 85 (10), 95, 2023
2023
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