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Deep Reinforcement Learning-based Mining Task Offloading Scheme for Intelligent Connected Vehicles in UAV-aided MEC

https://doi.org/10.1145/3653451
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1016/j.asoc.2022.109900openalex-snapshot
DQN-enabled content caching and quantum ant colony-based computation offloading in MEC
inferredcites →https://doi.org/10.1016/j.comnet.2021.108439openalex-snapshot
Computation offloading over multi-UAV MEC network: A distributed deep reinforcement learning approach
inferredcites →https://doi.org/10.1016/j.comnet.2021.108674openalex-snapshot
Optimal pricing-based computation offloading and resource allocation for blockchain-enabled beyond 5G networks
inferredcites →https://doi.org/10.1016/j.eswa.2023.121023openalex-snapshot
Federated learning based on Stackelberg game in unmanned-aerial-vehicle-enabled mobile edge computing
inferredcites →https://doi.org/10.1023/a:1007678930559openalex-snapshot
Convergence Results for Single-Step On-Policy Reinforcement-Learning Algorithms
inferredcites →https://doi.org/10.1109/icaeeci58247.2023.10370925openalex-snapshot
Comparative Analysis of Video Transmission in Vehicular Networks using IEEE 802.11g and IEEE 802.11p Standards
inferredcites →https://doi.org/10.1109/icbc51069.2021.9461113openalex-snapshot
MPoC - A Metaheuristic Proof of Criteria Consensus Protocol for Blockchain Network
inferredcites →https://doi.org/10.1109/iccc54389.2021.9674652openalex-snapshot
Resource Allocation and Optimization for UAV-Assisted IoT Based on MEC and Blockchain
inferredcites →https://doi.org/10.1109/iccwamtip51612.2020.9317445openalex-snapshot
Deep Reinforcement Learning for Computation Offloading and Resource Allocation in Blockchain-Based Multi-UAV-Enabled Mobile Edge Computing
inferredcites →https://doi.org/10.1109/ictc49870.2020.9289282openalex-snapshot
A UAV-assisted Blockchain Based Secure Device-to-Device Communication in Internet of Military Things
inferredcites →https://doi.org/10.1109/jiot.2018.2812239openalex-snapshot
Blockchain Meets IoT: An Architecture for Scalable Access Management in IoT
inferredcites →https://doi.org/10.1109/jiot.2020.2971645openalex-snapshot
Multi-UAV-Enabled Load-Balance Mobile-Edge Computing for IoT Networks
inferredcites →https://doi.org/10.1109/jiot.2020.2982292openalex-snapshot
Reliable Computation Offloading for Edge-Computing-Enabled Software-Defined IoV
inferredcites →https://doi.org/10.1109/jiot.2020.3033521openalex-snapshot
EEDTO: An Energy-Efficient Dynamic Task Offloading Algorithm for Blockchain-Enabled IoT-Edge-Cloud Orchestrated Computing
inferredcites →https://doi.org/10.1109/jiot.2020.3034601openalex-snapshot
Adaptive and Robust Routing With Lyapunov-Based Deep RL in MEC Networks Enabled by Blockchains
inferredcites →https://doi.org/10.1109/jiot.2020.3041163openalex-snapshot
Application-Oriented Block Generation for Consortium Blockchain-Based IoT Systems With Dynamic Device Management
inferredcites →https://doi.org/10.1109/jiot.2021.3073208openalex-snapshot
Multi-UAV-Enabled Mobile-Edge Computing for Time-Constrained IoT Applications
inferredcites →https://doi.org/10.1109/jiot.2021.3126101openalex-snapshot
MR-DRO: A Fast and Efficient Task Offloading Algorithm in Heterogeneous Edge/Cloud Computing Environments
inferredcites →https://doi.org/10.1109/jiot.2022.3143539openalex-snapshot
Distributed Offloading in Overlapping Areas of Mobile-Edge Computing for Internet of Things
inferredcites →https://doi.org/10.1109/jiot.2022.3177658openalex-snapshot
Computation Bits Maximization in UAV-Assisted MEC Networks With Fairness Constraint
inferredcites →https://doi.org/10.1109/jiot.2023.3287838openalex-snapshot
Joint Resource Allocation and 3-D Deployment for Multi-UAV Covert Communications
inferredcites →https://doi.org/10.1109/jsac.2021.3087232openalex-snapshot
Incentive-Driven Deep Reinforcement Learning for Content Caching and D2D Offloading
inferredcites →https://doi.org/10.1109/jsac.2021.3118417openalex-snapshot
Blockchain-Based Task Offloading for Edge Computing on Low-Quality Data via Distributed Learning in the Internet of Energy
inferredcites →https://doi.org/10.1109/jsac.2022.3227027openalex-snapshot
Perception Task Offloading With Collaborative Computation for Autonomous Driving
inferredcites →https://doi.org/10.1109/mcom.2016.7470933openalex-snapshot
Wireless communications with unmanned aerial vehicles: opportunities and challenges
inferredcites →https://doi.org/10.1109/tcomm.2020.3025910openalex-snapshot
Joint Resource and Trajectory Optimization for Security in UAV-Assisted MEC Systems
inferredcites →https://doi.org/10.1109/tcomm.2020.3029779openalex-snapshot
Practical Modeling and Analysis of Blockchain Radio Access Network
inferredcites →https://doi.org/10.1109/tcomm.2021.3113390openalex-snapshot
Delay-Limited Computation Offloading for MEC-Assisted Mobile Blockchain Networks
inferredcites →https://doi.org/10.1109/tdsc.2020.2980255openalex-snapshot
LVBS: Lightweight Vehicular Blockchain for Secure Data Sharing in Disaster Rescue
inferredcites →https://doi.org/10.1109/tits.2022.3224395openalex-snapshot
A Federated Learning-Based Edge Caching Approach for Mobile Edge Computing-Enabled Intelligent Connected Vehicles
inferredcites →https://doi.org/10.1109/tits.2023.3274307openalex-snapshot
Microservice-Oriented Service Placement for Mobile Edge Computing in Sustainable Internet of Vehicles
inferredcites →https://doi.org/10.1109/tiv.2022.3224057openalex-snapshot
Dependency-Aware Vehicular Task Scheduling Policy for Tracking Service VEC Networks
inferredcites →https://doi.org/10.1109/tiv.2023.3346506openalex-snapshot
DNN Partition and Offloading Strategy With Improved Particle Swarm Genetic Algorithm in VEC
inferredcites →https://doi.org/10.1109/tmc.2021.3120050openalex-snapshot
Cooperative Task Offloading and Block Mining in Blockchain-Based Edge Computing With Multi-Agent Deep Reinforcement Learning
inferredcites →https://doi.org/10.1109/tmc.2022.3223119openalex-snapshot
QoE-Aware Decentralized Task Offloading and Resource Allocation for End-Edge-Cloud Systems: A Game-Theoretical Approach
inferredcites →https://doi.org/10.1109/tnse.2020.3046014openalex-snapshot
Energy-Efficient Task Offloading Using Dynamic Voltage Scaling in Mobile Edge Computing
inferredcites →https://doi.org/10.1109/tnse.2021.3068340openalex-snapshot
Resource Pricing and Allocation in MEC Enabled Blockchain Systems: An A3C Deep Reinforcement Learning Approach
inferredcites →https://doi.org/10.1109/tnse.2023.3335345openalex-snapshot
MEDIA: An Incremental DNN Based Computation Offloading for Collaborative Cloud-Edge Computing
inferredcites →https://doi.org/10.1109/tnsm.2020.3010967openalex-snapshot
Privacy-Preserved Task Offloading in Mobile Blockchain With Deep Reinforcement Learning
inferredcites →https://doi.org/10.1109/tnsm.2023.3258191openalex-snapshot
Reliability-Aware Task Processing and Offloading for Data-Intensive Applications in Edge computing
inferredcites →https://doi.org/10.1109/tnsm.2023.3332899openalex-snapshot
A Cooperative Computation Offloading Strategy With On-Demand Deployment of Multi-UAVs in UAV-Aided Mobile Edge Computing
inferredcites →https://doi.org/10.1109/tvt.2018.2866365openalex-snapshot
Computation Offloading and Content Caching in Wireless Blockchain Networks With Mobile Edge Computing
inferredcites →https://doi.org/10.1109/tvt.2020.2982000openalex-snapshot
Blockchain Meets Edge Computing: Stackelberg Game and Double Auction Based Task Offloading for Mobile Blockchain
inferredcites →https://doi.org/10.1109/tvt.2022.3140833openalex-snapshot
Resource Allocation and Trajectory Design for MISO UAV-Assisted MEC Networks
inferredcites →https://doi.org/10.1109/tvt.2022.3141799openalex-snapshot
Deep Reinforcement Learning Based Latency Minimization for Mobile Edge Computing With Virtualization in Maritime UAV Communication Network
inferredcites →https://doi.org/10.1109/tvt.2022.3173057openalex-snapshot
Federated Multi-Agent Deep Reinforcement Learning for Resource Allocation of Vehicle-to-Vehicle Communications
inferredcites →https://doi.org/10.1109/tvt.2022.3189552openalex-snapshot
Resource Allocation in UAV-Assisted Networks: A Clustering-Aided Reinforcement Learning Approach
inferredcites →https://doi.org/10.1109/tvt.2023.3306740openalex-snapshot
Blockchain-Integrated UAV-Assisted Mobile Edge Computing: Trajectory Planning and Resource Allocation
inferredcites →https://doi.org/10.1109/twc.2017.2703901openalex-snapshot
Computation Offloading and Resource Allocation in Wireless Cellular Networks With Mobile Edge Computing
inferredcites →https://doi.org/10.1109/twc.2017.2789293openalex-snapshot
Joint Trajectory and Communication Design for Multi-UAV Enabled Wireless Networks
inferredcites →https://doi.org/10.1109/twc.2020.3047496openalex-snapshot
Edge Computing Resource Allocation for Unmanned Aerial Vehicle Assisted Mobile Network With Blockchain Applications
inferredcites →https://doi.org/10.1109/twc.2021.3086521openalex-snapshot
UAV-Assisted MEC Networks With Aerial and Ground Cooperation
inferredcites →https://doi.org/10.1109/twc.2021.3139932openalex-snapshot
Hybrid NOMA Offloading in Multi-User MEC Networks
inferredcites →https://doi.org/10.1109/twc.2022.3142365openalex-snapshot
Online Trajectory and Resource Optimization for Stochastic UAV-Enabled MEC Systems
inferredcites →https://doi.org/10.1145/3634704openalex-snapshot
Multi-Compression Scale DNN Inference Acceleration based on Cloud-Edge-End Collaboration
inferredcites →https://doi.org/10.23919/jcc.2022.04.018openalex-snapshot
Intelligent task offloading and collaborative computation in multi-UAV-enabled mobile edge computing

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-981-95-9615-7_22openalex-snapshot
UAV Mobility Trajectory Scheduling and Edge Computing Offloading Strategy Based on Deep Reinforcement Learning
inferred← citeshttps://doi.org/10.1016/j.adhoc.2024.103656openalex-snapshot
A joint optimization of resource allocation management and multi-task offloading in high-mobility vehicular multi-access edge computing networks
inferred← citeshttps://doi.org/10.1016/j.aej.2025.08.003openalex-snapshot
Energy-Aware Unmanned Aerial Vehicle-Assisted Mobile Multimedia Communication via Metaheuristic Optimization with Stacked Deep Learning Models
inferred← citeshttps://doi.org/10.1016/j.dsp.2025.105821openalex-snapshot
Delay optimization of UAV assisted mobile edge computing in anti-jamming environment
inferred← citeshttps://doi.org/10.1016/j.sysarc.2025.103401openalex-snapshot
Joint optimization of layering and power allocation for scalable VR video in 6G networks based on Deep Reinforcement Learning
inferred← citeshttps://doi.org/10.1016/j.sysarc.2025.103511openalex-snapshot
Minimizing energy consumption of collaborative deployment and task offloading in two-tier UAV edge computing networks
inferred← citeshttps://doi.org/10.1109/cscwd64889.2025.11033432openalex-snapshot
LSDDPG: A Deep Reinforcement Learning Algorithm for UAV-assisted Task Offloading with Dynamic Feature Continuous Learning
inferred← citeshttps://doi.org/10.1109/icassp55912.2026.11464174openalex-snapshot
CD-MTO: A Joint Optimization Framework for Multi-Hop Task Offloading and Energy-Aware Computing in Mobile Edge Networks
inferred← citeshttps://doi.org/10.1109/icccs69761.2026.11613297openalex-snapshot
LP-SAC: A Temporal Reinforcement Learning Optimization Framework for Unmanned Aerial Vehicle Task Offloading
inferred← citeshttps://doi.org/10.1109/insect68872.2026.11663679openalex-snapshot
Deep Reinforcement Learning-Based Task Offloading in 5G-Enabled Multi-Access Edge Computing
inferred← citeshttps://doi.org/10.1109/jsen.2025.3547112openalex-snapshot
DRL-Based Multidimensional Resource Scheduling for Intelligent Connected Vehicles in UAV-Assisted VEC Systems
inferred← citeshttps://doi.org/10.1109/jsyst.2024.3403696openalex-snapshot
Decentralized and Fault-Tolerant Task Offloading for Enabling Network Edge Intelligence
inferred← citeshttps://doi.org/10.1109/ojcoms.2024.3457023openalex-snapshot
Privacy-Preserving Hierarchical Reinforcement Learning Framework for Task Offloading in Low-Altitude Vehicular Fog Computing
inferred← citeshttps://doi.org/10.1109/sbesc68008.2025.11288829openalex-snapshot
Adaptive Model Switching for Dynamic Inference Serving in the IoT-edge-cloud Continuum
inferred← citeshttps://doi.org/10.1109/smartiot66867.2025.00023openalex-snapshot
Multi-Agent Deep Reinforcement Learning Based Offloading Strategies and Collaborative Optimization for Computing Power Networks
inferred← citeshttps://doi.org/10.1109/tce.2025.3526992openalex-snapshot
Enhancing Quality of Service in IoT-WSN Through Edge-Enabled Multi-Objective Optimization
inferred← citeshttps://doi.org/10.1109/tcomm.2025.3581093openalex-snapshot
Joint Service Caching and Computation Offloading Scheme With 3D UAV Deployment for ICVs in UAV-Assisted VEC
inferred← citeshttps://doi.org/10.1109/tgcn.2024.3433457openalex-snapshot
Energy-Latency Tradeoff for Joint Optimization of Vehicle Selection and Resource Allocation in UAV-Assisted Vehicular Edge Computing
inferred← citeshttps://doi.org/10.1109/tii.2024.3441629openalex-snapshot
A Computation Offloading Method for Multi-UAVs Assisted MEC Based on Improved Federated DDPG Algorithm
inferred← citeshttps://doi.org/10.1109/tits.2024.3517879openalex-snapshot
Continuous Berth Allocation and Time-Variant Quay Crane Assignment: Memetic Algorithm With a Heuristic Decoding Method
inferred← citeshttps://doi.org/10.1109/tits.2025.3525735openalex-snapshot
Efficient Vehicle Selection and Resource Allocation for Knowledge Distillation-Based Federated Learning in UAV-Assisted VEC
inferred← citeshttps://doi.org/10.1109/tmc.2024.3489619openalex-snapshot
Security-Sensitive Task Offloading in Integrated Satellite-Terrestrial Networks
inferred← citeshttps://doi.org/10.1109/tmc.2025.3573278openalex-snapshot
Federated Meta-Learning Based Computation Offloading Approach With Energy-Delay Tradeoffs in UAV-Assisted VEC
inferred← citeshttps://doi.org/10.1109/tnse.2025.3641579openalex-snapshot
Drone-Aided Secure Task Offloading Optimization for Internet of Vehicles: Review, Challenges and Method
inferred← citeshttps://doi.org/10.1109/tsusc.2024.3444949openalex-snapshot
Improved AFSA-Based Energy-Aware Content Caching Strategy for UAV-Assisted VEC
inferred← citeshttps://doi.org/10.1145/3695882openalex-snapshot
Stackelberg Game-Based Task Offloading for Joint Service Caching and Resource Allocation Optimization in UAV-Assisted VEC
inferred← citeshttps://doi.org/10.1145/3712066openalex-snapshot
DUTNG: Employing Dynamically Updating Traffic Network Graph for Short-term Traffic Flow Prediction
inferred← citeshttps://doi.org/10.1145/3725734openalex-snapshot
DNN Inference Acceleration Based on Adaptive Task Partitioning and Offloading in Embedded VEC
inferred← citeshttps://doi.org/10.1145/3727146openalex-snapshot
Deep Reinforcement Learning-Based Resource Allocation with Enhanced Perception and Low-Latency for Autonomous Driving in ISAC-aided VEC
inferred← citeshttps://doi.org/10.3390/drones8100530openalex-snapshot
Addressing Constraint Coupling and Autonomous Decision-Making Challenges: An Analysis of Large-Scale UAV Trajectory-Planning Techniques
inferred← citeshttps://doi.org/10.3390/s24216808openalex-snapshot
Research on Network Security Protection Technology Based on P2AEDR in New Low-Voltage Control Scenarios for Power IoT and Other Blockchain-Based IoT Architectures
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