Joint Multi-Objective Optimization for Radio Access Network Slicing Using Multi-Agent Deep Reinforcement Learning

Multi-Agent Reinforcement Learning Trajectory Design and Two-Stage Resource Management in CoMP UAV VLC Networks

(2022) Mohammad Reza Maleki et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Multiple-Objective Packet Routing Optimization for Aeronautical Ad-Hoc Networks

(2022) Jiankang Zhang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Intelligent Radio Access Network Slicing for Service Provisioning in 6G: A Hierarchical Deep Reinforcement Learning Approach

(2021) Jie Mei et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Priority-Based Downlink Wireless Resource Provisioning for Radio Access Network Slicing

(2021) Abdullah Hossain et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Multiobjective Optimization for Integrated Ground-Air-Space Networks: Current Research and Future Challenges

(2021) Jingjing Cui et al.   IEEE Vehicular Technology Magazine

RAN Slicing for Massive IoT and Bursty URLLC Service Multiplexing: Analysis and Optimization

(2021) Peng Yang et al.   IEEE Internet of Things Journal

Multiagent Deep-Reinforcement-Learning-Based Resource Allocation for Heterogeneous QoS Guarantees for Vehicular Networks

(2021) Jie Tian et al.   IEEE Internet of Things Journal

Toward Tailored Resource Allocation of Slices in 6G Networks With Softwarization and Virtualization

(2021) Haotong Cao et al.   IEEE Internet of Things Journal

User Access Control in Open Radio Access Networks: A Federated Deep Reinforcement Learning Approach

(2021) Yang Cao et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Mode Selection and Resource Allocation in Sliced Fog Radio Access Networks: A Reinforcement Learning Approach

(2020) Hongyu Xiang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

A Realization of Fog-RAN Slicing via Deep Reinforcement Learning

(2020) Hongyu Xiang et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

The Location Problem for the Provisioning of Protected Slices in NFV-Based MEC Infrastructure

(2020) Hernani D. Chantre et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Green Deep Reinforcement Learning for Radio Resource Management: Architecture, Algorithm Compression, and Challenges

(2020) Zhiyong Du et al.   IEEE Vehicular Technology Magazine

Hierarchical Radio Resource Allocation for Network Slicing in Fog Radio Access Networks

(2019) Yaohua Sun et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Reconfiguration in Network Slicing—Optimizing the Profit and Performance

(2019) Gang Wang et al.   IEEE Transactions on Network and Service Management

Multi-Tenant Cross-Slice Resource Orchestration: A Deep Reinforcement Learning Approach

(2019) Xianfu Chen et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

GAN-Powered Deep Distributional Reinforcement Learning for Resource Management in Network Slicing

(2019) Yuxiu Hua et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Utility Analysis of Radio Access Network Slicing

(2019) Guorong Zhou et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Distributed Network Slicing in Large Scale IoT Based on Coalitional Multi-Game Theory

(2019) Samir Dawaliby et al.   IEEE Transactions on Network and Service Management

Network Slicing & Softwarization: A Survey on Principles, Enabling Technologies & Solutions

(2018) Ibrahim Afolabi et al.   IEEE Communications Surveys and Tutorials

Energy-Efficiency Versus Delay Tradeoff in Wireless Networks Virtualization

(2018) Qiong Shi et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Dynamic Network Slicing for Multitenant Heterogeneous Cloud Radio Access Networks

(2018) Ying Loong Lee et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

A Service-Oriented Deployment Policy of End-to-End Network Slicing Based on Complex Network Theory

(2018) Wanqing Guan et al.   IEEE Access

Biologically Inspired Resource Allocation for Network Slices in 5G-Enabled Internet of Things

(2018) Dapeng Wu et al.   IEEE Internet of Things Journal

Network Slicing in 5G: Survey and Challenges

(2017) Xenofon Foukas et al.   IEEE COMMUNICATIONS MAGAZINE

A Survey of Multi-Objective Optimization in Wireless Sensor Networks: Metrics, Algorithms, and Open Problems

(2017) Zesong Fei et al.   IEEE Communications Surveys and Tutorials

Indirect-Reciprocity Data Fusion Game and Application to Cooperative Spectrum Sensing

(2017) Biling Zhang et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Delay-Aware Uplink Fronthaul Allocation in Cloud Radio Access Networks

(2017) Wei Wang et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Mastering the game of Go without human knowledge

(2017) David Silver et al.   NATURE

Multi-objectivization and ensembles of shapings in reinforcement learning

(2017) Tim Brys et al.   NEUROCOMPUTING

Spectrum sharing improves the network efficiency for cellular operators

(2014) Eduard Jorswieck et al.   IEEE COMMUNICATIONS MAGAZINE

Multiobjective Signal Processing Optimization: The way to balance conflicting metrics in 5G systems

(2014) Emil Bjornson et al.   IEEE SIGNAL PROCESSING MAGAZINE

Novel Biobjective Clustering (BiGC) Based on Cooperative Game Theory

(2012) Vikas K. Garg et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A Cooperation Strategy Based on Nash Bargaining Solution in Cooperative Relay Networks

(2008) Zhaoyang Zhang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY