Table of Contents
Events
Upcoming events
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Earth Resilience 2024 – Symposium, Stockholm, SE, Mar 2024 [ Wolf]
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DPG Spring Meeting, Berlin, DE, Mar 17-22, 2024 [ Wolf]
The complex dynamics of collective reinforcement learning (Talk)
abstract
Past events
2023
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Computational Cognition Conference 2023, Osnabrück, DE, Oct 9-10 [ Clémence]
Moderate confirmation bias enhances collective decision-making (Talk) -
European Conference on Ecological Modelling, Leipzig, DE, Sep 4-8, 2023 [ Wolf]
Emerging societal tipping points in social-ecological system models (Talk) -
Multi-Agent Learning Seminar, Virtual, Aug 25, 2023 [ Wolf]
Intrinsic fluctuations in reinforcement learning promote cooperation (Talk) -
Studienwoche Internationale Arbeitsgemeinschaft Kommunikation & Medien, Passau, DE, Jul 31, 2023 [ Wolf]
Mathematische Systemmodellierung zwischen Utopie und Dystopie (Vortrag & Gespräch) -
Cooperative AI Retreat, London, UK, Jul 13-16, 2023 [ Wolf]
Bridging complex system science and multi-agent reinforcement learning (Talk) -
ZEF Public Lecture, Bonn, DE, Jun 15, 2023 [ Wolf]
Integrated System Modeling for Sustainability Transitions (Talk) -
Köllektiv Filmevent: Zeit für Utopien - Kino & Nachgespräch, Cologne, DE, May 31, 2023 (Panel discussion)
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Nonlinear Data Analysis and Modeling: Advances, Applications, Perspectives, Potsdam, DE, Mar 15-17, 2023
Reshaping human-environment modeling (Talk) -
Critical Transitions Workshop, Princeton University, US, Mar 22-24, 2023
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AI4ABM Reading Group, Oxford University, UK, Jan 26, 2023
What Complex Systems Science can do for AI4ABM (Virtual Talk)
2022
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Potsdam Institute for Climate Impact Research, DE, Dec 8-9, 2022
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Machine Learning Group, Université Libre de Bruxelles, BE, Oct 24-28, 2022
Collective Learning Dynamics (Talk) -
Max-Planck-Institute for Evolutionary Biology, Plön, DE, Sep 27-30, 2022
Learning to cooperate via environmental uncertainty and intrinsic fluctuations (Talk) -
Adaptivity in nonlinear dynamical systems Workshop, Potsdam, DE, Sep 20-23, 2022
Non-linear dynamics of collective multi-agent reinforcement learning in changing and uncertain environments (Virtual Talk) -
SIAM Life Sciences Conference, Jul 11-14, 2022
Multi-Agent Reinforcement Learning Dynamics in Partially-Observable Stochastic Games (Virtual Talk) -
Descriptive & Normative Models of Collective Behaviour Workshop, School of Mathematics, University of Leeds, June 20-24, 2022
The Dynamics of Collective Learning (Virtual Talk) -
Amsterdam Cooperation Colloquium, Jun 3, 2022
Caring for the future can turn the tragedy into a comedy for collective action under risk of collapse (Virtual Short Talk)
video -
New Directions in Cooperative AI Seminar (CAIF), May 19, 2022
Collective Cooperative Intelligence (Virtual Talk)
video slides -
Adaptive and Learning Agents Workshop at AAMAS, May 9-20, 2022
Non-linear dynamics of multi-agent reinforcement learning in partially observable environments (Virtual Talk)
video extended abstract -
From Cells to Societies - Collective Learning across Scales - ICLR 2022 Workshop, Apr 29, 2022
Non-linear Dynamics of Collective Learning in Uncertain Environments (Virtual Talk)
paper -
Integrata Akademie Public, Tuebingen, DE, Apr 4, 2022
Nachhaltig intelligent oder intelligent nachhaltig? (Virtual Talk) -
Princeton University, USA, Mar 28 - Apr 1, 2022
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The Royal Society Scientific Meeting The emergence of collective knowledge and cumulative culture in animals, humans and machines, London, UK, Mar 14-15, 2022
The dynamics of collective learning in uncertain environments (Poster)
2021
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Dutch Institute for Emergent Phenomena, Amsterdam, NL, Oct 28, 2021
Collective Learning Dynamics (Virtual Talk) -
Gymnasium Rutesheim, Rutesheim, DE, Oct 22, 2021
Introduction to cooperative AI (Lecture) -
Petrov Lab, University of Konstanz, DE, Oct 6-7, 2021
Collective Learning Dynamics (Talk) -
Fu Lab, Dartmouth College, Hanover, USA, Oct 14, 2021
Evolutionary Multi-Agent Reinforcement Learning Dynamics (Virtual Talk) -
Graz workshop on fostering sustainability transformation in complex systems, Graz, AT, Sep 28-29, 2021
Modeling social complexities (Virtual Talk) -
Learning, Evolution and Games (LEG) Virtual Conference, Sep 1-2, 2021
Algorithmic collusion in multi-agent systems with Janusz Meylahn (Virtual Talk) -
Earth System Analysis Seminar, Potsdam Insitute for Climate Impact Research, Potsdam, DE, Apr 28, 2021
Collective learning for a sustainable future (Virtual Talk) -
Cyber Valley Evening Colloquium on Autonomous Systems, University of Stuttgart, DE, Apr 27, 2021
Multi-agent Replicator Reinforcement Learning Dynamics (Virtual Talk)
abstract -
Machine Learning in Climate Science Group Meeting, University of Tuebingen, DE, Mar 26, 2021
Collective learning for a sustainable future (Virtual Talk) -
AAAI Spring Symposium - Challenges and Opportunities for Multi-Agent Reinforcement Learning (COMARL), Mar 22-23, 2021
Towards a unified treatment of the dynamics of collective learning (Virtual Talk)
slides -
Statistics Seminar Series, University of Leeds, UK, Mar 12, 2021
Replicator Reinforcement Learning Dynamics in Multi-Agent Environment Systems (Virtual Talk)
2020
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Princeton-Stockholm-Potsdam Resilience Initiative Workshop, Aug 14-21, 2020
How can cooperation maintain a resilient Earth system? (Virtual Talk) -
Potsdam Institute for Climate Impact Research, DE, Jun 23, 2020
Caring for the future can turn tragedy into comedy for long-term collective action under risk of collapse (Virtual Talk) -
Collective Intelligence Conference, June 18, 2020
Collective Learning Dynamics (Virtual Talk)
video -
International Conference for Autonomous Agents and Multiagent Systems (AAMAS), May 9-13, 2020
Reinforcement learning in the infinite memory limit (Virtual Talk) -
Adaptive and Learning Agents Workshop at AAMAS, May 9-10, 2020,
Infinite population evolutionary dynamics match infinite memory reinforcement learning dynamics (Virtual Talk) -
11th International Workshop on Optimization and Learning in Multiagent Systems at AAMAS, May 8, 2020
Infinite population evolutionary dynamics match infinite memory reinforcement learning dynamics (Virtual Talk) -
Max-Planck-Institute for Evolutionary Biology, Plön, DE, Mar 2-4, 2020
On caring for the future under risk of collapse (Talk) -
Changes+ Colloquium, FU Berlin, Berlin, DE, Feb 6, 2020
On caring for the future under risk of collapse (Talk) -
CoCoNUT Seminar, MPI for Human Cognitive and Brain Sciences, Leipzig, DE, Jan 31, 2020
The dynamics of multi-agent reinforcement learning (Talk)
2019
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Ecological Modeling Group, Bayreuth University, Germany, Dec 3, 2019
The agent-environment interface for social-ecological system models (Talk) -
AI, People & Planet Morning Workshop, New York City, USA, Oct 15, 2019
On intelligence & sustainability: The agent-environment interface for social-ecological system models (Talk) -
Princeton University, USA, Oct 9-16, 2019
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International Workshop on Complex Systems and Networks, Berlin, DE, Sep 23-26, 2019
Long-term collective action under risk of collapse (Talk) -
ODYCCEUS Sommer School, Venice, Italy, Sep 15-20, 2019
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KOSMOS Conference, Humboldt University Berlin, DE, Aug 28-30, 2019
When optimization for governing human-environment tipping elements is neither sustainable nor safe (Talk) -
Resilience Workshop, Princeton University, USA, Aug 20-21, 2019
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Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC), Palma de Mallorca, ESP, Jul 15 - 18, 2019
The agent-environment interface for social-ecological system models (Talk) -
CoCCoN Workshop, Humboldt-University Berlin, DE, Jul 1 - 2, 2019
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Earth Resilience in the Anthropocene Workshop, Bad Belzig, DE, Mar 10 - 13, 2019
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MPI for Mathematics in the Sciences, Leipzig, DE, Feb 19, 2019
Deterministic Limit of temporal difference reinforcement learning in stochastic games (Talk) -
CoCCoN Workshop, Princeton University, USA, Jan 22 - Feb 2, 2019
2018
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Princeton University, USA, Apr 23-27, 2018
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DPG Spring Meeting, Berlin, DE, Mar 11-16, 2018
Analytical approximation of temporal difference multi-agent reinforcement learning (Talk)
abstract -
Polises group, UFZ, Leipzig, DE, Feb 15, 2018
Multi-agent environment systems for modelling social-ecological systems (Talk)
2017
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Stockholm Resilience Centre, Stockholm, SE,Nov 28 - Dec 1, 2017
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CoCCoN Meeting, Berlin, DE, Nov 16-19, 2017
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Resilience2017 Conference, Stockholm, SE,Aug 21-23, 2017
Optimization is not sufficient for sustainability (Poster)
Representing human behavior in social-ecological system models with general applicable behavioral algorithms (Poster) -
DPG Spring Meeting, Dresden, DE, Mar 19-24, 2017
Optimization is not sufficient for sustainability (Talk)
abstract -
Complexity Economics Group, INET, Oxford University, UK, Mar 6-10, 2017
Modeling human behavior with General Applicable Behavioral Algorithms (Talk) -
Complexity Economics Group, INET, Oxford University, UK, Mar 6-10, 2017
Modeling human behavior with General Applicable Behavioral Algorithms (Talk) -
Networks Journal Club, Mathematical Institute, Oxford University, UK, Mar 6-10, 2017
Reinforcement Learning for use in social-ecological network models (Talk) -
LOOPS-3 Workshop, Potsdam, DE, Jan 25-26, 2017
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Earth League Symposium “Transformation now!”, Potsdam, DE, Jan 23-24, 2017
2016
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Conference on Complex Systems, Amsterdam, NL, Sep 19-22, 2016
Sustainable use of renewable resources in a stylized social-ecological network model (Talk) abstract
Reinforcement Learning in Social-Ecological System Models (Talk) abstract -
Perspectives in Nonlinear Dynamics, Berlin, DE, Jul 24-29, 2016
Reinforcement Learning in Social-Ecological System Models (Poster) -
European Geosciences Union General Assembly, Vienna, AT, Apr 17-22, 2016
The effect of networked social interactions on the attainability of the safe operating space in a stylized social-ecological model (Poster)
abstract -
German Future Earth Summit, Berlin, DE, Jan 28-29, 2016
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Earth’s Safe Operating Space for Humanity: From Concept to Action Workshop, Stockholm, SE,Jan 18-20, 2016
2015
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Summer School: Exploring current trends, discussions and methodologies in research on human-environment relations, Berlin, DE, Sep 14-18, 2015
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Summer School: How to model human decision making in social-ecological agent-based models, Kohren-Sahlis, DE, Jul 5-10, 2015
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DPG Spring Meeting, Berlin, DE, Mar 15-20, 2015
Exploring the safe and just operating space in an inhomogeneous world (Talk)
abstract
2014
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SigmaPhi - International Conference on Statistical Physics, Rhodes, GR, Jul 7-11, 2014
‘LoGo’ - From local correlations to a sparse estimate of the global inverse covariance matrix (Poster)
abstract