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08/12/2023
Energy-Efficient Deadline-Aware Edge Computing: Bandit Learning with Partial Observations in Multi-Channel Systems
In this paper, we consider a task offloading problem in a multi-access e...
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08/30/2022
Deep Reinforcement Learning for Online Latency Aware Workload Offloading in Mobile Edge Computing
Owing to the resource-constrained feature of Internet of Things (IoT) de...
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07/01/2022
QoE-Centric Multi-User mmWave Scheduling: A Beam Alignment and Buffer Predictive Approach
In this paper, we consider the multi-user scheduling problem in millimet...
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05/09/2022
Sampling-Based Nonlinear MPC of Neural Network Dynamics with Application to Autonomous Vehicle Motion Planning
Control of machine learning models has emerged as an important paradigm ...
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02/17/2019