Listen below as Sam and Karim discusses the end-to-end platform for automated circuit board design powered by Deep Reinforcement Learning. The pair talk about the challenges and problems with some of the original iterations of auto-routers, and Karim also defines circuit board “complexity”, the differences between reinforcement learning being used for games and in this use case, and well as InstaDeep’s spotlight paper from NeurIPS 2019, co-authored with a team from Deepmind.
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Automating Electronic Circuit Design with Deep RL w/ Karim Beguir
The TWIML podcast is formerly known as This Week In Machine Learning & Artificial Intelligence.