Search Results for author: Yuxuan Dai

Found 2 papers, 1 papers with code

Transferring Reinforcement Learning for DC-DC Buck Converter Control via Duty Ratio Mapping: From Simulation to Implementation

no code implementations • 20 Oct 2021 • Chenggang Cui, Tianxiao Yang, Yuxuan Dai, Chuanlin Zhang

Reinforcement learning (RL) control approach with application into power electronics systems has become an emerging topic whilst the sim-to-real issue remains a challenging problem as very few results can be referred to in the literature.

reinforcement-learning Reinforcement Learning (RL)

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Pre-Training on Dynamic Graph Neural Networks

1 code implementation • 24 Feb 2021 • Ke-Jia Chen, Jiajun Zhang, Linpu Jiang, Yunyun Wang, Yuxuan Dai

This paper proposes a pre-training method on dynamic graph neural networks (PT-DGNN), which uses dynamic attributed graph generation tasks to simultaneously learn the structure, semantics, and evolution features of the graph.

Graph Generation Graph Sampling +1

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