A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning (DRL) for Mobile Edge Computing (MEC) | This algorithm captures the dynamics of the MEC environment by integrating the Dueling Double Deep Q-Network (D3QN) model with Long Short-Term Memory (LSTM) networks.
☆269Apr 5, 2025Updated 10 months ago
Alternatives and similar repositories for QECO
Users that are interested in QECO are comparing it to the libraries listed below
Sorting:
- A Realistic Mobile Edge Computing environment; with conditions for deadline and energy Energy-Constrained☆31Feb 2, 2025Updated last year
- QECO: A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning for Mobile Edge Computing☆23Sep 29, 2024Updated last year
- A Performance Analysis of the M/M/1/K Queue Model via Discrete Event Simulation with Varied Service Orders☆19Dec 20, 2024Updated last year
- ☆89Jun 6, 2024Updated last year
- [IEEE TMC 2020] "Computation Offloading in Multi-Access Edge Computing: A Multi-Task Learning Approach" and [IEEE GlobeCom 2023] "A Multi…☆92Apr 15, 2024Updated last year
- Repository for 'Privacy-Preserving Offloading Scheme in Multi-Access Edge Computing Based on MADRL'☆33Jul 27, 2023Updated 2 years ago
- Code of Paper "Joint Task Offloading and Resource Optimization in NOMA-based Vehicular Edge Computing: A Game-Theoretic DRL Approach", JS…☆344Jul 10, 2023Updated 2 years ago
- The source code for the paper titled Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edg…☆141Jan 17, 2026Updated last month
- Evaluation code of our paper in IEEE Transactions on Mobile Computing: ''Towards Decentralized Task Offloading and Resource Allocation in…☆144Jul 31, 2025Updated 7 months ago
- ☆72Jul 1, 2023Updated 2 years ago
- Latency optimized and energy efficient task offloading in MEC system using Deep Q-Network algorithm.☆17Jun 2, 2024Updated last year
- Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks☆661Oct 28, 2021Updated 4 years ago
- Evaluation code and mathematic details of our paper in IEEE Communications Magazine: ''When the User-Centric Network Meets Mobile Edge Co…☆53Mar 15, 2025Updated 11 months ago
- The python code for paper "Multi-objective Deep Reinforcement Learning for Mobile Edge Computing"☆122Jul 4, 2023Updated 2 years ago
- Codes for the paper titled Online Joint Task Offloading and Resource Management in Heterogeneous Mobile Edge Environments.☆18Dec 7, 2022Updated 3 years ago
- @SamHillierDev - Software Engineer, Full Stack Developer, and Computer Science graduate from Nottingham Trent University.☆14Feb 15, 2026Updated 2 weeks ago
- Paper publised in TNSM entitled "DRL-Based Long-Term Resource Planning for Task Offloading Policies in Multi-Server Edge Computing Networ…☆84Jul 18, 2022Updated 3 years ago
- Joint strategy design on edge computing offloading based on deep reinforcement learning☆123Jul 12, 2021Updated 4 years ago
- TransEdge: Task Offloading with GNN and DRL in Edge Computing-Enabled Transportation System☆43Aug 26, 2024Updated last year
- Task offloading in vehicular edge computing networks☆24Oct 23, 2023Updated 2 years ago
- 2024.3.10 This project utilizes deep reinforcement learning methods for computation offloading and resource allocation in edge computing …☆27Mar 7, 2024Updated last year
- Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach…☆675Nov 19, 2025Updated 3 months ago
- 基于深度强化学习的部分计算任务卸载延迟优化☆170Oct 10, 2022Updated 3 years ago
- 基于边缘计算网络的卸载优化及资源优化☆122Feb 27, 2023Updated 3 years ago
- Towards Heterogeneous Environment: Lyapunov-orientated ImpHetero Reinforcement Learning for Task Offloading☆29Oct 1, 2022Updated 3 years ago
- A semi-online Computational Offloading Model, which utilizes users’ behavior prediction method to optimize task offloading in edge comput…☆74Apr 15, 2021Updated 4 years ago
- A multi-layer guided reinforcement learning-based tasks offloading in edge computing - Simulations☆107Jan 9, 2023Updated 3 years ago
- Simulation code for multi-user offloading in edge computing newtorks☆300Mar 12, 2022Updated 3 years ago
- computation offloading in mobile edge computation using Reinforcement Learning☆70Mar 7, 2021Updated 4 years ago
- I build this Mobile Edge Computation simulating environment all by myself, and use the costomized ddpg reinforcement learning algorithm t…☆34Jul 3, 2023Updated 2 years ago
- Source Code of QDRL: Queue-aware Online DRL for Computation Offloading in Industrial Internet of Things☆12Nov 24, 2023Updated 2 years ago
- Simulation code for"A Max-Min Task Offloading Algorithm for Mobile Edge Computing Using Non-Orthogonal Multiple Access," IEEE Trans. Veh.…☆42Oct 15, 2023Updated 2 years ago
- ☆160Dec 1, 2021Updated 4 years ago
- Official implementation of paper "Neural Combinatorial Optimization for Multiobjective Task Offloading in Mobile Edge Computing"☆14Aug 26, 2025Updated 6 months ago
- ☆10Jul 13, 2023Updated 2 years ago
- ☆24Apr 12, 2022Updated 3 years ago
- This repository contains a Reinforcement learning algorithm for task scheduling in edge-cloud computing.☆13Feb 10, 2024Updated 2 years ago
- A TD3 APPROACH IN OFFLOADING TRAFFIC FOR UAV-ASSISTED MOBILE EDGE COMPUTING☆42Sep 4, 2023Updated 2 years ago
- The source code of algorithms in paper "Incentive-Driven Task Offloading and Collaborative Computing in Device-Assisted MEC Networks".☆15Dec 22, 2024Updated last year