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Beyond performance: A POMDP-based machine learning framework for expert cognition

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This study explores expert-novice differences in anticipation under uncertainty by combining partially observable Markov decision process (POMDP) modeling with machine learning classification. Forty-eight participants (24 experts, 24 novices) completed a baske... ...