AdaFair-MARL enforces workload fairness as an explicit second-order cone constraint in cooperative MARL via adaptive primal-dual optimization, achieving near-perfect constraint satisfaction while preserving team performance.
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Trauma resuscitation is formulated as a GNE-seeking game to optimize healthcare worker decisions under workloads, schedules, competencies, and limited resources.
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AdaFair-MARL: Enforcing Adaptive Fairness Constraints in Multi-Agent Reinforcement Learning
AdaFair-MARL enforces workload fairness as an explicit second-order cone constraint in cooperative MARL via adaptive primal-dual optimization, achieving near-perfect constraint satisfaction while preserving team performance.
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A Generalized Nash Equilibrium-Seeking Scheme for Trauma Resuscitation
Trauma resuscitation is formulated as a GNE-seeking game to optimize healthcare worker decisions under workloads, schedules, competencies, and limited resources.