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ENTITY DIII-D

DIII-D

PulseAugur coverage of DIII-D — every cluster mentioning DIII-D across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_79775 ·

    New benchmark standardizes offline RL for nuclear fusion plasma control

    Researchers have introduced RL4F, a new benchmark designed to standardize the evaluation of offline reinforcement learning for plasma control in nuclear fusion. This benchmark utilizes historical data from the DIII-D to…

  2. TOOL · CL_21944 ·

    Offline RL trains tokamak fusion reactor control using historical data

    Researchers have developed an offline reinforcement learning approach to control the plasma rotation profile within tokamaks, devices crucial for fusion energy research. This method trains solely on historical data from…