Deep Reinforcement Learning Processor Design for Mobile Applications

ISBN-13: 9783031367953 / Angielski / Miękka / 2024

Juhyoung Lee;Hoi-Jun Yoo

Opis

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.