Deep Reinforcement Learning for Optimization at Early Design Stages

Abstract

Deep reinforcement learning is shown to improve the design cost of hardware char63software interfaces within an industrial design framework. Based on optimization preferences specified by a designer, the proposed approach generates optimized solutions.