Entropy-based Reinforcement Learning for computation offloading service in software-defined multi-access edge computing

Robot grasping method optimization using improved deep deterministic policy gradient algorithm of deep reinforcement learning

(2021) Hongxu Zhang et al.   REVIEW OF SCIENTIFIC INSTRUMENTS

Cost-Efficient Workflow Scheduling Algorithm for Applications With Deadline Constraint on Heterogeneous Clouds

(2021) Xiaoyong Tang et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Offloading and Resource Allocation With General Task Graph in Mobile Edge Computing: A Deep Reinforcement Learning Approach

(2020) Jia Yan et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Decentralized Computation Offloading in IoT Fog Computing System With Energy Harvesting: A Dec-POMDP Approach

(2020) Qinqin Tang et al.   IEEE Internet of Things Journal

Edge Cloud Offloading Algorithms

(2019) Jianyu Wang et al.   ACM COMPUTING SURVEYS

Computation Offloading in Multi-Access Edge Computing Using a Deep Sequential Model Based on Reinforcement Learning

(2019) Jin Wang et al.   IEEE COMMUNICATIONS MAGAZINE

Detour: Dynamic Task Offloading in Software-Defined Fog for IoT Applications

(2019) Sudip Misra et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

An Edge-Computing Based Architecture for Mobile Augmented Reality

(2019) Jinke Ren et al.   IEEE NETWORK

Performance evaluation of live virtual machine migration in SDN-enabled cloud data centers

(2019) TianZhang He et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Soft-VAN: Mobility-Aware Task Offloading in Software-Defined Vehicular Network

(2019) Sudip Misra et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Adaptive Video Streaming With Edge Caching and Video Transcoding Over Software-Defined Mobile Networks: A Deep Reinforcement Learning Approach

(2019) Jia Luo et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Energy-Aware Computation Offloading of IoT Sensors in Cloudlet-Based Mobile Edge Computing

(2018) Xiao Ma et al.   SENSORS

Enhancing Video Rate Adaptation with Mobile Edge Computing and Caching in Software-defined Mobile Networks

(2018)   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Optimized Computation Offloading Performance in Virtual Edge Computing Systems Via Deep Reinforcement Learning

(2018) Xianfu Chen et al.   IEEE Internet of Things Journal

Energy-Efficient Cooperative Resource Allocation in Wireless Powered Mobile Edge Computing

(2018) Luyue Ji et al.   IEEE Internet of Things Journal

Software-Defined Networks with Mobile Edge Computing and Caching for Smart Cities: A Big Data Deep Reinforcement Learning Approach

(2017) Ying He et al.   IEEE COMMUNICATIONS MAGAZINE

Computation and Estimation of Generalized Entropy Rates for Denumerable Markov Chains

(2011) Gabriela Ciuperca et al.   IEEE TRANSACTIONS ON INFORMATION THEORY