2 papers
cs.LG2020
Predictive Maintenance for Edge-Based Sensor Networks: A Deep Reinforcement Learning Approach
Kevin Shen Hoong Ong, Dusit Niyato, Chau Yuen
Failure of mission-critical equipment interrupts production and results in monetary loss. The risk of unplanned equipment downtime can be minimized through Predictive Maintenance o…
cs.LG2020
Cognitive Radio Network Throughput Maximization with Deep Reinforcement Learning
Kevin Shen Hoong Ong, Yang Zhang, Dusit Niyato
Radio Frequency powered Cognitive Radio Networks (RF-CRN) are likely to be the eyes and ears of upcoming modern networks such as Internet of Things (IoT), requiring increased decen…