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Semiconductor Fab Production Scheduling Using Deep Reinforcement Learning

Offered By: Anyscale via YouTube

Tags

Deep Reinforcement Learning Courses Key Performance Indicators Courses

Course Description

Overview

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Explore a cutting-edge approach to optimizing semiconductor manufacturing scheduling through deep reinforcement learning in this 19-minute video from Anyscale. Delve into the complexities of chip production at the nanometer scale and discover how minds.ai Maestro, built on RLLib, offers a flexible solution for creating optimized schedules based on user-defined KPIs. Learn how this innovative method adapts to changing priorities in semiconductor fabs, efficiently interpreting complex dynamics to produce highly optimized schedules. Gain insights into the cross-platform capabilities of minds.ai Maestro, which runs natively on Linux, macOS, and Windows, demonstrating how Windows-only enterprise software can leverage Ray for enhanced performance and scalability in semiconductor production scheduling.

Syllabus

Semiconductor Fab Production Scheduling Using Deep Reinforcement Learning


Taught by

Anyscale

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