48 citations · 53 across the 4 of their papers we have counts for
4 papers
Implicit Sensing in Traffic Optimization: Advanced Deep Reinforcement Learning Techniques
Emanuel Figetakis, Yahuza Bello, Ahmed Refaey +2
A sudden roadblock on highways due to many reasons such as road maintenance, accidents, and car repair is a common situation we encounter almost daily. Autonomous Vehicles (AVs) eq…
An Efficient Early-breaking Estimation and Tree-splitting Missing RFID Tag Identification Protocol
Lijuan Zhang, Mingqiu Fan, Chunni Yu +1
Recent statistics have demonstrated that missing items have become the main cause of loss for retailers in inventory management. To quickly identify missing tags, traditional proto…
AVDDPG: Federated reinforcement learning applied to autonomous platoon control
Christian Boin, Lei Lei, Simon X. Yang
Since 2016 federated learning (FL) has been an evolving topic of discussion in the artificial intelligence (AI) research community. Applications of FL led to the development and st…
A Meta Reinforcement Learning Approach for Predictive Autoscaling in the Cloud
Siqiao Xue, Chao Qu, Xiaoming Shi +11
Predictive autoscaling (autoscaling with workload forecasting) is an important mechanism that supports autonomous adjustment of computing resources in accordance with fluctuating w…