Search Results for author: Shuqi Qin

Found 3 papers, 0 papers with code

Optimal Operation of a Hydrogen-based Building Multi-Energy System Based on Deep Reinforcement Learning

no code implementations22 Sep 2021 Liang Yu, Shuqi Qin, Zhanbo Xu, Xiaohong Guan, Chao Shen, Dong Yue

To overcome the challenge, we reformulate the problem as a Markov game and propose an energy management algorithm to solve it based on multi-agent discrete actor-critic with rules (MADACR).

Parameter Prediction reinforcement-learning

Differentially Private Linear Regression over Fully Decentralized Datasets

no code implementations16 Apr 2020 Yang Liu, Xiong Zhang, Shuqi Qin, Xiaoping Lei

This paper presents a differentially private algorithm for linear regression learning in a decentralized fashion.

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