Author

A. Tschantz

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 Evolutionary Biology· 1

Signature Assays, Organisms & Methods

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Organism:bacteria (other)· 1 Approach:deep learning· 1 Approach:statistical model· 1

Frequent Co-Authors

C. L. Buckley· 2 shared A. K. Seth· 1 shared B. Millidge· 1 shared M. Levin· 1 shared R. A. Watson· 1 shared T. Lewens· 1 shared

Activity by Year

2019-2024 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 11 mutual co-author links

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2 shared papersEvolutionary Biology

C. L. Buckley

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2 papers

Recent·Most cited

Natural Induction: Spontaneous adaptive organisation without natural selection

C. L. Buckley, T. Lewens, M. Levin, B. Millidge, A. Tschantz, R. A. Watson

This paper demonstrates that spontaneous adaptive organisation can arise from the interaction of physical optimisation and learning in dynamical systems, without natural selection.

bioRxiv · Feb 28, 2024Evolutionary Biology

Learning action-oriented models through active inference

A. Tschantz, A. K. Seth, C. L. Buckley

This paper shows that active inference enables efficient learning of action-oriented models by balancing goal-directed and information-seeking behaviors, avoiding sub-optimal convergence in bacterial chemotaxis.

bioRxiv · Sep 11, 2019Animal Behavior & Cognition