Muhammad Najib

Counterfactual Reasoning for Responsibility Attribution in Probabilistic Multi-Agent Systems

This work introduces a notion of retrospective (backward) counterfactual responsibility, which quantifies an agent's accountability for outcomes resulting from a given strategy profile, and demonstrates how to compute stable strategy profiles in which agents trade off responsibility against expected reward.