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ENTITY Online RL-based cloud autoscaling for scientific workflows: Evaluation of Q-Learning and SARSA

Online RL-based cloud autoscaling for scientific workflows: Evaluation of Q-Learning and SARSA

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  1. RESEARCH · CL_171923 ·

    Research questions Q-function pretraining in RL fine-tuning

    A new research paper questions the necessity of pretraining Q-functions in reinforcement learning (RL) when fine-tuning a policy. The study found that naive Q-function pretraining often offers minimal advantage over ran…