Automating Electronic Circuit Design with Deep RL w/ Karim Beguir

800 800 The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

Today we’re joined by return guest Karim Beguir, Co-Founder and CEO of InstaDeep.

We originally spoke with Karim about InstaDeep’s work back on episode 302, check that episode out for a full brief of Karim’s background. In today’s conversation, we chat with Karim about InstaDeep’s new offering, DeepPCB, an end-to-end platform for automated circuit board design. We discuss challenges and problems with some of the original iterations of auto-routers, how Karim defines circuit board “complexity,” the differences between reinforcement learning being used for games and in this use case, and their spotlight paper from NeurIPS, co-authored with a team from Deepmind.

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“More On That Later” by Lee Rosevere licensed under CC By 4.0

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