Thu D. Nguyen

SibylOpt: Managing Green Data Centers Using Off-Online Deep Reinforcement Learning

2025

We introduce SibylOpt, a system that applies deep reinforcement learning (DRL) to optimize the operation of a green data center (DC). SibylOpt uses an offline reinforcement learning algorithm, Advantage-Weighted Actor-Critic (AWAC), that requires historical data …