144 citations · 190 across the 12 of their papers we have counts for
12 papers
DACOM: Learning Delay-Aware Communication for Multi-Agent Reinforcement Learning
Tingting Yuan, Hwei-Ming Chung, Jie Yuan +1
Communication is supposed to improve multi-agent collaboration and overall performance in cooperative Multi-agent reinforcement learning (MARL). However, such improvements are prev…
PP-MARL: Efficient Privacy-Preserving Multi-Agent Reinforcement Learning for Cooperative Intelligence in Communications
Tingting Yuan, Hwei-Ming Chung, Xiaoming Fu
Cooperative intelligence (CI) is expected to become an integral element in next-generation networks because it can aggregate the capabilities and intelligence of multiple devices.…
Edge Intelligence Empowered UAVs for Automated Wind Farm Monitoring in Smart Grids
Hwei-Ming Chung, Sabita Maharjan, Yan Zhang +2
With the exploitation of wind power, more turbines will be deployed at remote areas possibly with harsh working conditions (e.g., offshore wind farm). The adverse working environme…
Distributed Deep Reinforcement Learning for Intelligent Load Scheduling in Residential Smart Grids
Hwei-Ming Chung, Sabita Maharjan, Yan Zhang +1
The power consumption of households has been constantly growing over the years. To cope with this growth, intelligent management of the consumption profile of the households is nec…
Intelligent Charging Management of Electric Vehicles Considering Dynamic User Behavior and Renewable Energy: A Stochastic Game Approach
Hwei-Ming Chung, Sabita Maharjan, Yan Zhang +1
Uncoordinated charging of a rapidly growing number of electric vehicles (EVs) and the uncertainty associated with renewable energy resources may constitute a critical issue for the…
Placement and Routing Optimization for Automated Inspection with UAVs: A Study in Offshore Wind Farm
Hwei-Ming Chung, Sabita Maharjan, Yan Zhang +2
Wind power is a clean and widely deployed alternative to reducing our dependence on fossil fuel power generation. Under this trend, more turbines will be installed in wind farms. H…
A Study on the Characteristics of Douyin Short Videos and Implications for Edge Caching
Zhuang Chen, Qian He, Zhifei Mao +2
Douyin, internationally known as TikTok, has become one of the most successful short-video platforms. To maintain its popularity, Douyin has to provide better Quality of Experience…
Local Cyber-Physical Attack for Masking Line Outage and Topology Attack in Smart Grid
Hwei-Ming Chung, Wen-Tai Li, Chau Yuen +3
Malicious attacks in the power system can eventually result in a large-scale cascade failure if not attended on time. These attacks, which are traditionally classified into \emph{p…
Electric Vehicle Charge Scheduling Mechanism to Maximize Cost Efficiency and User Convenience
Hwei-Ming Chung, Wen-Tai Li, Chau Yuen +2
This paper investigates the fee scheduling problem of electric vehicles (EVs) at the micro-grid scale. This problem contains a set of charging stations controlled by a central aggr…
State Estimation in Smart Distribution System With Low-Precision Measurements
Jung-Chieh Chen, Hwei-Ming Chung, Chao-Kai Wen +2
Efficient and accurate state estimation is essential for the optimal management of the future smart grid. However, to meet the requirements of deploying the future grid at a large…
Local Cyber-physical Attack with Leveraging Detection in Smart Grid
Hwei-Ming Chung, Wen-Tai Li, Chau Yuen +2
A well-designed attack in the power system can cause an initial failure and then results in large-scale cascade failure. Several works have discussed power system attack through fa…
An EV Charging Scheduling Mechanism to Maximize User Convenience and Cost Efficiency
Hwei-Ming Chung, Bahram Alinia, Noel Crespi +1
This paper studies charging scheduling problem of electric vehicles (EVs) in the scale of a microgrid (e.g., a university or town) where a set of charging stations are controlled b…