Author

L. Lehnert

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Animal Behavior & Cognition· 1 Ecology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:ecology & biodiversity· 1 Approach:experimental assay· 1 Approach:statistical model· 1 Research Focus:synaptic & neural circuits· 1

Frequent Co-Authors

C. Leuschner· 1 shared E. Seeber· 1 shared F. Chen· 1 shared G. Guggenberger· 1 shared G. Miehe· 1 shared H. Coners· 1 shared H. J. Noltie· 1 shared H.-F. Graf· 1 shared

Activity by Year

2017-2020 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperEcology

C. Leuschner

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2 papers

Recent·Most cited

Animal Behavior & CognitionbioRxivPreprintJul 19, 2020

Reward-predictive representations generalize across tasks in reinforcement learning

L. Lehnert, M. L. Littman, M. J. Frank

This paper shows that reward-predictive representations in reinforcement learning generalize across tasks with different reward and transition functions.

DOI 10.1101/653493

deep learningstatistical model

𝕏 PostBluesky

EcologybioRxivMay 11, 2017

The Kobresia pygmaea ecosystem of the Tibetan highlands – origin, functioning and degradation of the world’s largest pastoral alpine ecosystem

G. Miehe, P.-M. Schleuss, E. Seeber…·K. Wesche

This paper reviews the origin, functioning, and degradation of the Kobresia pygmaea ecosystem in the Tibetan highlands, identifying key factors affecting its resilience and carbon dynamics.

DOI 10.1016/j.scitotenv.2018.08.164

experimental assayecology & biodiversity

𝕏 PostBluesky