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028 Value-Based Methods and Their Limits - The World of Q-learning
Some AIs learn by becoming expert judges, calculating a score for every possible clinical decision before making a move. We explain value-based methods, the 'AI Critic,' and why they excel at multiple-choice medicine but falter when the decisions are infinitely complex.
#HealthAI #DigitalHealth #ArtificialIntelligence #ReinforcementLearning #DeepLearning #ClinicalAI #MedEd #MedicalPodcast #ai in medicine Music generated by Mubert https://mubert.com/render
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By Stephen AugerSome AIs learn by becoming expert judges, calculating a score for every possible clinical decision before making a move. We explain value-based methods, the 'AI Critic,' and why they excel at multiple-choice medicine but falter when the decisions are infinitely complex.
#HealthAI #DigitalHealth #ArtificialIntelligence #ReinforcementLearning #DeepLearning #ClinicalAI #MedEd #MedicalPodcast #ai in medicine Music generated by Mubert https://mubert.com/render