Search Results for author: Xuefeng Wang

Found 5 papers, 0 papers with code

DeepSafeMPC: Deep Learning-Based Model Predictive Control for Safe Multi-Agent Reinforcement Learning

no code implementations11 Mar 2024 Xuefeng Wang, Henglin Pu, Hyung Jun Kim, Husheng Li

To bridge this gap, we propose a novel method called Deep Learning-Based Model Predictive Control for Safe Multi-Agent Reinforcement Learning (DeepSafeMPC).

Model Predictive Control Multi-agent Reinforcement Learning +1

NLP-based detection of systematic anomalies among the narratives of consumer complaints

no code implementations22 Aug 2023 Peiheng Gao, Ning Sun, Xuefeng Wang, Chen Yang, Ričardas Zitikis

We develop an NLP-based procedure for detecting systematic nonmeritorious consumer complaints, simply called systematic anomalies, among complaint narratives.

AC2C: Adaptively Controlled Two-Hop Communication for Multi-Agent Reinforcement Learning

no code implementations24 Feb 2023 Xuefeng Wang, Xinran Li, Jiawei Shao, Jun Zhang

Learning communication strategies in cooperative multi-agent reinforcement learning (MARL) has recently attracted intensive attention.

Multi-agent Reinforcement Learning reinforcement-learning +2

Mimicing the Kane-Mele type spin orbit interaction by spin-flexual phonon coupling in graphene devices

no code implementations28 Mar 2015 Zhanbin Bai, Rui Wang, Yazhou Zhou, Tianru Wu, Jianlei Ge, Jing Li, Yuyuan Qin, Fucong Fei, Lu Cao, Xuefeng Wang, Xinran Wang, Shuai Zhang, Liling Sun, You Song, Fengqi Song

On the efforts of enhancing the spin orbit interaction (SOI) of graphene for seeking the dissipationless quantum spin Hall devices, unique Kane-Mele type SOI and high mobility samples are desired.

Mesoscale and Nanoscale Physics

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