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RL for Fusion and Gravitational Wave Science

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SCLW02 - Reinforcement Learning for Science: Discovery and Automation

Google DeepMind has used DeepRL to control advanced hardware, including a tokamak fusion device at the Swiss Plasma Center, and the LIGO Livingston observatory. I will present these successful control demonstrations, including discussing the interaction between AI scientists and domain experts. I will also discuss our continued efforts in the fusion space, including the intersection between simulation and control.

This talk is part of the Isaac Newton Institute Seminar Series series.

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