Defines retrospective counterfactual responsibility in concurrent stochastic multi-player games, allocates it via Shapley values satisfying fairness and consistency, and uses Nash equilibria for stable responsibility-reward tradeoffs.
In: Quantitative Evaluation of Systems: 15th Interna- tional Conference, QEST 2018, Beijing, China, September 4-7, 2018, Proceedings
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Counterfactual Reasoning for Causal Responsibility Attribution in Probabilistic Multi-Agent Systems
Defines retrospective counterfactual responsibility in concurrent stochastic multi-player games, allocates it via Shapley values satisfying fairness and consistency, and uses Nash equilibria for stable responsibility-reward tradeoffs.