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Reinforcement learning for chip design

Practical AI

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Reinforcement Learning Revolutionizes Chip Design

This chapter examines the innovative use of reinforcement learning in chip design, showcasing successful applications on Google's chips. It discusses the advantages of pre-trained policies and domain adaptation in enhancing performance across various chip architectures. The potential of AI techniques to optimize and transform the chip design process is explored, highlighting future directions and challenges in the field.

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