FALCON incorporates psychologically grounded fatigue curves into learning-to-defer via a CMDP formulation and PPO-Lagrangian optimization, outperforming prior L2D methods and generalizing to unseen fatigue patterns on the new FA-L2D benchmark.
Cognitive challenges in human–artificial intelligence collaboration: Investigating the path toward productive delegation.Information Systems Research, 33(2):678–696
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Fatigue-Aware Learning to Defer via Constrained Optimisation
FALCON incorporates psychologically grounded fatigue curves into learning-to-defer via a CMDP formulation and PPO-Lagrangian optimization, outperforming prior L2D methods and generalizing to unseen fatigue patterns on the new FA-L2D benchmark.