Reinforcement Learning for Electronic Design Automation: Successes and Opportunities

Abstract

Reinforcement learning is a machine learning technique that has been applied in many domains, including robotics, game playing, and finance. This talk will briefly introduce reinforcement learning with two use cases related to compiler optimization and chip design. Interested participants will also have materials suggested to learn a more at a technical or non-technical level about this exciting tool.