SYSTEMS AND METHODS FOR PROVIDING REINFORCEMENT LEARNING IN A DEEP LEARNING SYSTEM

摘要

Systems and methods for providing reinforcement learning for a deep learning network are disclosed. A reinforcement learning process that provides deep exploration is provided by a bootstrap that applied to a sample of observed and artificial data to facilitate deep exploration via a Thompson sampling approach.