Jicheng Shi

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Jicheng Shi

Lessons Learned from Data-Driven Building Control Experiments: Contrasting Gaussian Process-based MPC, Bilevel DeePC, and Deep Reinforcement Learning

Physically Consistent Multiple-Step Data-Driven Predictions Using Physics-Based Filters

Robust Learning Model Predictive Control for Periodically Correlated Building Control

Physically Consistent Multiple-Step Data-Driven Predictions Using Physics-Based Filters

Robust Learning Model Predictive Control for Periodically Correlated Building Control

Lessons Learned from Data-Driven Building Control Experiments: Contrasting Gaussian Process-based MPC, Bilevel DeePC, and Deep Reinforcement Learning