Search Results for author: Maowei Jiang

Found 3 papers, 2 papers with code

FAITH: Frequency-domain Attention In Two Horizons for Time Series Forecasting

no code implementations22 May 2024 RuiQi Li, Maowei Jiang, Kai Wang, Kaiduo Feng, Quangao Liu, Yue Sun, Xiufang Zhou

Time Series Forecasting plays a crucial role in various fields such as industrial equipment maintenance, meteorology, energy consumption, traffic flow and financial investment.

Time Series Time Series Forecasting

Enhancing data efficiency in reinforcement learning: a novel imagination mechanism based on mesh information propagation

2 code implementations25 Sep 2023 Zihang Wang, Maowei Jiang

Reinforcement learning(RL) algorithms face the challenge of limited data efficiency, particularly when dealing with high-dimensional state spaces and large-scale problems.

Reinforcement Learning (RL)

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