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Launchpad: Learning to Schedule Using Offline and Online RL Methods
We utilize Offline RL as a launchpad to learn effective scheduling policies from prior experience collected using Oracle or heuristic policies.
RARE: Renewable Energy Aware Resource Management in Datacenters
Finally, we demonstrate that the DRL scheduler can learn from and improve upon existing heuristic policies using Offline Learning.
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