Robin Ziemek

Foundations of probability-raising causality in Markov decision processes

2022 · arXiv (Cornell University)

This work introduces a novel cause-effect relation in Markov decision processes using the probability-raising principle. Initially, sets of states as causes and effects are considered, which is subsequently extended to regular path properties as effects …