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What DeepMind's AI That Mastered Video Games Taught Us for Building Better Health AI
Paper - Human-level control through deep reinforcement learning, by Mnih et al 2015, Nature
Link - https://www.nature.com/articles/nature14236
This week on The Health AI Brief, we're going back to basics. We revisit the landmark 2015 DeepMind paper that taught an AI to master 49 different Atari games from scratch.
Find out why this wasn't just about video games, but a foundational breakthrough in making AI stable and generalisable. We explore the core concepts of "experience replay" and "target networks" and discuss why they hold crucial lessons for building robust, effective, and trustworthy AI systems for the complex world of healthcare.
#HealthAI #ArtificialIntelligence #DeepLearning #ReinforcementLearning #DeepMind #DigitalHealth #ClinicalAI #MedTech #AIinHealthcare #MachineLearning #ai in medicine Music generated by Mubert https://mubert.com/render
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By Stephen AugerPaper - Human-level control through deep reinforcement learning, by Mnih et al 2015, Nature
Link - https://www.nature.com/articles/nature14236
This week on The Health AI Brief, we're going back to basics. We revisit the landmark 2015 DeepMind paper that taught an AI to master 49 different Atari games from scratch.
Find out why this wasn't just about video games, but a foundational breakthrough in making AI stable and generalisable. We explore the core concepts of "experience replay" and "target networks" and discuss why they hold crucial lessons for building robust, effective, and trustworthy AI systems for the complex world of healthcare.
#HealthAI #ArtificialIntelligence #DeepLearning #ReinforcementLearning #DeepMind #DigitalHealth #ClinicalAI #MedTech #AIinHealthcare #MachineLearning #ai in medicine Music generated by Mubert https://mubert.com/render