Minimizing the Age-of-Critical-Information: An Imitation Learning-Based Scheduling Approach Under Partial Observations

A Deep Reinforcement Learning Based Offloading Game in Edge Computing

(2020) Yufeng Zhan et al.   IEEE TRANSACTIONS ON COMPUTERS

Edge QoE: Intelligent Big Data Caching via Deep Reinforcement Learning

(2020) Xiaoming He et al.   IEEE NETWORK

QoE-Based Cooperative Task Offloading with Deep Reinforcement Learning in Mobile Edge Networks

(2020) Xiaoming He et al.   IEEE WIRELESS COMMUNICATIONS

The Age of Incorrect Information: A New Performance Metric for Status Updates

(2020) Ali Maatouk et al.   IEEE-ACM TRANSACTIONS ON NETWORKING

Multi-Agent Imitation Learning for Pervasive Edge Computing: A Decentralized Computation Offloading Algorithm

(2020) Xiaojie Wang et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Partial Computation Offloading and Adaptive Task Scheduling for 5G-Enabled Vehicular Networks

(2020) Zhaolong Ning et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Socially Assistive Infant-Robot Interaction: Using Robots to Encourage Infant Leg-Motion Training

(2019) Naomi T. Fitter et al.   IEEE ROBOTICS & AUTOMATION MAGAZINE

Scheduling Algorithms for Optimizing Age of Information in Wireless Networks With Throughput Constraints

(2019) Igor Kadota et al.   IEEE-ACM TRANSACTIONS ON NETWORKING

Learning to Branch: Accelerating Resource Allocation in Wireless Networks

(2019) Mengyuan Lee et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

LORM: Learning to Optimize for Resource Management in Wireless Networks With Few Training Samples

(2019) Yifei Shen et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Optimizing Information Freshness in Wireless Networks Under General Interference Constraints

(2019) Rajat Talak et al.   IEEE-ACM TRANSACTIONS ON NETWORKING

Offloading in Internet of Vehicles: A Fog-enabled Real-time Traffic Management System

(2018) Xiaojie Wang et al.   IEEE Transactions on Industrial Informatics

Optimal Link Scheduling for Age Minimization in Wireless Systems

(2018) Qing He et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Scheduling Policies for Minimizing Age of Information in Broadcast Wireless Networks

(2018) Igor Kadota et al.   IEEE-ACM TRANSACTIONS ON NETWORKING