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Deep Reinforcement Learning Processor Design for Mobile Applications

Deep Reinforcement Learning Processor Design for Mobile Applications

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Technology & EngineeringGeneral Computers

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ISBN10: 3031367952
ISBN13: 9783031367953
Publisher: Springer
Published: Aug 17 2024
Pages: 101
Language: English

This book discusses the acceleration of deep reinforcement learning (DRL), which may be the next step in the burst success of artificial intelligence (AI). The authors address acceleration systems which enable DRL on area-limited & battery-limited mobile devices. Methods are described that enable DRL optimization at the algorithm-, architecture-, and circuit-levels of abstraction.

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Lee, Juhyoung

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Technology & Engineering