seanbonjean / MEC_with_DQNLinks
Latency optimized and energy efficient task offloading in MEC system using Deep Q-Network algorithm.
☆15Updated last year
Alternatives and similar repositories for MEC_with_DQN
Users that are interested in MEC_with_DQN are comparing it to the libraries listed below
Sorting:
- MEC task offloading(change ddpg into SAC)☆20Updated 3 years ago
- 车联网环境下的计算卸载方案,共包含4方实体:RSU、Smart Car、Service Organization、MEC Server☆10Updated 2 years ago
- This repository contains a Reinforcement learning algorithm for task scheduling in edge-cloud computing.☆10Updated last year
- Open source code for paper: Multi-Agent Deep Reinforcement Learning Based Multi-Task Partial Computation Offloading in Mobile Edge Comput…☆19Updated 3 months ago
- Task offloading in vehicular edge computing networks☆21Updated last year
- An intelligent task offloading method based on multi-agent deep reinforcement learning in ultra-dense heterogeneous network with mobile e…☆42Updated last year
- Novel Vehicular Edge and Fog enabled Computation offloading framework☆15Updated 2 years ago
- ☆13Updated last year
- charyco / A-Social-Relationship-Awareness-Based-Dependent-Task-Offloading-Algorithm-for-Mobile-Edge-ComputingThis study presents a task offloading algorithm that considers social relationships, task dependencies, energy consumption, and latency. …☆20Updated 11 months ago
- The source code of algorithms in paper "Incentive-Driven Task Offloading and Collaborative Computing in Device-Assisted MEC Networks".☆13Updated 6 months ago
- Codes for the paper titled Online Joint Task Offloading and Resource Management in Heterogeneous Mobile Edge Environments.☆8Updated last year
- ZWLab23 / Edge-Computing-and-Caching-Optimization-based-on-PPO-for-Task-Offloading-in-RSU-assisted-IoV☆19Updated last year
- ☆10Updated last year
- Simulation code for"A Max-Min Task Offloading Algorithm for Mobile Edge Computing Using Non-Orthogonal Multiple Access," IEEE Trans. Veh.…☆34Updated last year
- 2024.3.10 This project utilizes deep reinforcement learning methods for computation offloading and resource allocation in edge computing …☆18Updated last year
- ☆23Updated 3 years ago
- Deep Reinforcement Learning-based Dependent Task Offloading with Theory of Mind☆19Updated 5 months ago
- Evaluation code and mathematic details of our paper in IEEE Communications Magazine: ''When the User-Centric Network Meets Mobile Edge Co…☆51Updated 3 months ago
- Towards Heterogeneous Environment: Lyapunov-orientated ImpHetero Reinforcement Learning for Task Offloading☆24Updated 2 years ago
- ☆39Updated last year
- ☆18Updated 4 years ago
- Evaluation code of our paper in IEEE Transactions on Mobile Computing: ''Joint Optimization of Base Station Clustering and Service Cachin…☆48Updated 3 months ago
- Multi-agent Deep Reinforcement Learning for Efficient Computation Offloading in Mobile Edge Computing☆13Updated 2 years ago
- Deep Reinforcement Learning Environments for User-Centric Mobile Edge Computing☆26Updated last year
- Proposing Discrete Gray Wolf Optimizer (DGWO), comparing with other optimizers for Mobile Edge Computing (MEC) task offloading scheduling…☆16Updated 2 years ago
- Deep Reinforcement Learning for Delay-Optimized Task Offloading in Vehicular Fog Computing☆18Updated 3 weeks ago
- ☆29Updated 4 years ago
- ☆20Updated 2 years ago
- A TD3 APPROACH IN OFFLOADING TRAFFIC FOR UAV-ASSISTED MOBILE EDGE COMPUTING☆39Updated last year
- simulation for task offloading in an MEC environment☆15Updated 8 months ago