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Wolfram Barfuss
Wolfram Barfuss
Tübingen AI Center, University of Tübingen
Verified email at uni-tuebingen.de - Homepage
Title
Cited by
Cited by
Year
Stewardship of global collective behavior
JB Bak-Coleman, M Alfano, W Barfuss, CT Bergstrom, MA Centeno, ...
Proceedings of the National Academy of Sciences 118 (27), e2025764118, 2021
1052021
Parsimonious modeling with information filtering networks
W Barfuss, GP Massara, T Di Matteo, T Aste
Physical Review E 94 (6), 062306, 2016
622016
When optimization for governing human-environment tipping elements is neither sustainable nor safe
W Barfuss, JF Donges, SJ Lade, J Kurths
Nature communications 9 (1), 1-10, 2018
432018
Sustainable use of renewable resources in a stylized social–ecological network model under heterogeneous resource distribution
W Barfuss, JF Donges, M Wiedermann, W Lucht
Earth System Dynamics 8, 255–264, 2017
392017
Caring for the future can turn tragedy into comedy for long-term collective action under risk of collapse
W Barfuss, JF Donges, VV Vasconcelos, J Kurths, SA Levin
Proceedings of the National Academy of Sciences 117 (23), 12915-12922, 2020
362020
Earth system modeling with endogenous and dynamic human societies: the copan: CORE open World–Earth modeling framework
JF Donges, J Heitzig, W Barfuss, M Wiedermann, JA Kassel, T Kittel, ...
Earth System Dynamics 11 (2), 395-413, 2020
312020
Deterministic limit of temporal difference reinforcement learning for stochastic games
W Barfuss, JF Donges, J Kurths
Physical Review E 99 (4), 043305, 2019
312019
Earth system modeling with endogenous and dynamic human societies: the copan: CORE open World–Earth modeling framework
JF Donges, J Heitzig, W Barfuss, JA Kassel, T Kittel, JJ Kolb, T Kolster, ...
Earth System Dynamics Discussions, 2018
18*2018
Deep reinforcement learning in World-Earth system models to discover sustainable management strategies
FM Strnad, W Barfuss, JF Donges, J Heitzig
Chaos: An Interdisciplinary Journal of Nonlinear Science 29 (12), 123122, 2019
162019
Taxonomies for structuring models for World-Earth system analysis of the Anthropocene: subsystems, their interactions and social-ecological feedback loops
JF Donges, W Lucht, J Heitzig, W Barfuss, SE Cornell, SJ Lade, ...
Earth System Dynamics Discussions, 2018
152018
From math to metaphors and back again: Social-ecological resilience from a multi-agent-environment perspective
JF Donges, W Barfuss
GAIA-Ecological Perspectives for Science and Society 26 (1), 182-190, 2017
142017
The physics of governance networks: critical transitions in contagion dynamics on multilayer adaptive networks with application to the sustainable use of renewable resources
F Geier, W Barfuss, M Wiedermann, J Kurths, JF Donges
The European Physical Journal Special Topics 228 (11), 2357-2369, 2019
132019
Reinforcement Learning Dynamics in the Infinite Memory Limit
W Barfuss
19th International Conference on Autonomous Agents and Multi-Agent Systems …, 2020
92020
Dynamical systems as a level of cognitive analysis of multi-agent learning
W Barfuss
Neural Computing and Applications 34 (3), 1653-1671, 2022
72022
Taxonomies for structuring models for World–Earth systems analysis of the Anthropocene: subsystems, their interactions and social–ecological feedback loops
JF Donges, W Lucht, SE Cornell, J Heitzig, W Barfuss, SJ Lade, ...
Earth System Dynamics 12 (4), 1115-1137, 2021
72021
Towards a unified treatment of the dynamics of collective learning
W Barfuss
AAAI Spring Symposium: Challenges and Opportunities for Multi-Agent …, 2020
72020
A thought experiment on sustainable management of the earth system
J Heitzig, W Barfuss, JF Donges
Sustainability 10 (6), 1947, 2018
72018
Geometric effects in random assemblies of ellipses
J Lovrić, S Kaliman, W Barfuss, GE Schröder-Turk, AS Smith
Soft Matter 15 (42), 8566-8577, 2019
52019
Learning dynamics and decision paradigms in social-ecological dilemmas
W Barfuss
Humboldt-Universität zu Berlin, 2019
42019
Modeling the effects of environmental and perceptual uncertainty using deterministic reinforcement learning dynamics with partial observability
W Barfuss, RP Mann
Physical Review E 105 (3), 034409, 2022
32022
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Articles 1–20