Author

Michał Palak

Chalmers University of Technology

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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Ecology· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:ecology & biodiversity· 1 Approach:statistical model· 1

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Alexandre AntonelliiD· 1 shared Alice StoccoiD· 1 shared Claes StrannegårdiD· 1 shared Daniele SilvestroiD· 1 shared Niklas EngsneriD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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1 shared paperEcology

Alexandre AntonelliORCID

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1 paper

Recent·Most cited

Predicting Ecosystem Resilience Using Multi-Agent Reinforcement Learning

Claes Strannegård, Michał Palak, Niklas Engsner, Alice Stocco, Alexandre Antonelli, Daniele Silvestro

This paper uses multi-agent reinforcement learning to simulate animal behavior in alpine ecosystems and assesses ecosystem resilience under various stress scenarios.

bioRxiv · Jun 7, 2025 · PreprintEcology