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Call For Papers# IJCNN2020 Special Session: Method of DRL to AS

Autonomous systems are an important driver of benefit to many companies and organizations. Advances in autonomous technologies affect every part of life, business, industry and education. A class of machine learning methods, namely reinforcement learning (RL), are the backbone of many autonomous systems. Recent developments in deep learning have been integrated into conventional RL, known as deep RL, for building more capable and robust autonomous systems. These autonomous technologies are transforming many industries, most notable is the car industry where autonomous driving systems will lead to huge transformation in the near future. Other businesses have also applied autonomous technologies to stimulate transformation and growth, from the defense and security industries through to the highly-competitive retail sector, supply chains, manufacturing, medical diagnosis systems, remote aged-care and health-care systems, autonomous surgery, cancer treatment planning, in-house robotics, disaster management and smart-grid control.

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