Counterfactual Reasoning for Causal Responsibility Attribution in Probabilistic Multi-Agent Systems

ArXi:2605.13077v1 Announce Type: cross Responsibility allocation -- determining the extent to which agents are accountable for outcomes -- is a fundamental challenge in the design and analysis of multi-agent systems. In this work, we model such systems as concurrent stochastic multi-player games and