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State-Visitation Fairness in Average-Reward MDPs

14 Feb 2021 • Ganesh Ghalme • Vineet Nair • Vishakha Patil • Yilun Zhou

Fairness has emerged as an important concern in automated decision-making in recent years, especially when these decisions affect human welfare. In this work, we study fairness in temporally extended decision-making settings, specifically those formulated as Markov Decision Processes (MDPs)... (read more)

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