Shuai Lü

Reward Shaping based on Trajectory Quality for offline and hybrid reinforcement learning

Current offline reinforcement learning algorithms typically apply equal learning strength to samples of different quality during training, which can limit the effective utilization of high-quality trajectories. To solve this problem, we propose Reward Shaping based on Trajectory...

Preparation of Salt‐Resistant Gemini Surfactants via Ethylene Oxide Group Regulation for Enhanced Oil Recovery

ABSTRACT Conventional anionic surfactants generally exhibit poor salt tolerance and reduced interfacial activity under high‐salinity reservoir conditions, limiting their application in enhanced oil recovery (EOR). To address this issue, a series of anionic–nonionic isotridecanol...