EF5 – Concepts of Change in Historical Processes



A mathematical theory of responsibility in complex multi-agent decision problems with uncertainties

Project Heads

Rupert Klein, Jobst Heitzig, Markus Brill

Project Members

Sarah Hiller (FU) 

Project Duration

01.01.2019 – 31.12.2021

Located at

FU Berlin


Motivated by the needs of climate change research, this project aims to formalize notions from moral philosophy related to individual and collective, ex-ante and ex-post responsibility in dynamic situations with many agents, complex interaction structures, and different forms of uncertainty.

Project Webpages

Selected Publications

Selected Pictures

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