Cooperative Data Sensing and Computation Offloading in UAV-Assisted Crowdsensing With Multi-Agent Deep Reinforcement Learning

Energy-Efficient UAV-Enabled Data Collection via Wireless Charging: A Reinforcement Learning Approach

(2021) Shu Fu et al.   IEEE Internet of Things Journal

Energy-Aware Geographic Routing for Real-Time Workforce Monitoring in Industrial Informatics

(2021) Arun Kumar Sangaiah et al.   IEEE Internet of Things Journal

An incentive mechanism design for mobile crowdsensing with demand uncertainties

(2020) Yufeng Zhan et al.   INFORMATION SCIENCES

NOMA-Enabled Cooperative Computation Offloading for Blockchain-Empowered Internet of Things: A Learning Approach

(2020) Zhenni Li et al.   IEEE Internet of Things Journal

Distributed and Collective Deep Reinforcement Learning for Computation Offloading: A Practical Perspective

(2020) Xiaoyu Qiu et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

LACCVoV: Linear Adaptive Congestion Control With Optimization of Data Dissemination Model in Vehicle-to-Vehicle Communication

(2020) Arun Kumar Sangaiah et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

When UAV Swarm Meets Edge-Cloud Computing: The QoS Perspective

(2019) Wuhui Chen et al.   IEEE NETWORK

Energy-Efficient Distributed Mobile Crowd Sensing: A Deep Learning Approach

(2019) Chi Harold Liu et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Enforcing Position-Based Confidentiality With Machine Learning Paradigm Through Mobile Edge Computing in Real-Time Industrial Informatics

(2019) Arun Kumar Sangaiah et al.   IEEE Transactions on Industrial Informatics

QoS-Aware Cooperative Computation Offloading for Robot Swarms in Cloud Robotics

(2019) Zicong Hong et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Deep Reinforcement Learning for Mobile 5G and Beyond: Fundamentals, Applications, and Challenges

(2019) Zehui Xiong et al.   IEEE Vehicular Technology Magazine

UAV-Empowered Disaster-Resilient Edge Architecture for Delay-Sensitive Communication

(2019) Zeeshan Kaleem et al.   IEEE NETWORK

Social-Aware UAV-Assisted Mobile Crowd Sensing in Stochastic and Dynamic Environments for Disaster Relief Networks

(2019) Bowen Wang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Energy-Efficient Mobile Crowdsensing by Unmanned Vehicles: A Sequential Deep Reinforcement Learning Approach

(2019) Chengzhe Piao et al.   IEEE Internet of Things Journal

Joint Trajectory-Resource Optimization in UAV-Enabled Edge-Cloud System With Virtualized Mobile Clone

(2019) Haibo Mei et al.   IEEE Internet of Things Journal

Distributed and Energy-Efficient Mobile Crowdsensing with Charging Stations by Deep Reinforcement Learning

(2019) Chi Harold Liu et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

When Mobile Crowd Sensing Meets UAV: Energy-Efficient Task Assignment and Route Planning

(2018) Zhenyu Zhou et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Learning-Based Energy-Efficient Data Collection by Unmanned Vehicles in Smart Cities

(2018) Bo Zhang et al.   IEEE Transactions on Industrial Informatics

Energy-Efficient UAV Control for Effective and Fair Communication Coverage: A Deep Reinforcement Learning Approach

(2018) Chi Harold Liu et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

A Design and Simulation of the Opportunistic Computation Offloading with Learning-Based Prediction for Unmanned Aerial Vehicle (UAV) Clustering Networks

(2018) Rico Valentino et al.   SENSORS

Traffic and Computation Co-Offloading With Reinforcement Learning in Fog Computing for Industrial Applications

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

Stochastic Computation Offloading and Trajectory Scheduling for UAV-Assisted Mobile Edge Computing

(2018) Jiao Zhang et al.   IEEE Internet of Things Journal

Efficient Multi-User Computation Offloading for Mobile-Edge Cloud Computing

(2016) Xu Chen et al.   IEEE-ACM TRANSACTIONS ON NETWORKING

A Comprehensive Survey of Multiagent Reinforcement Learning

(2008) L. Busoniu et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE