This repository contains an implementation of a UAV-based task offloading model using the Multi-Agent Deep Deterministic Policy Gradient (MADDPG) reinforcement learning algorithm.
☆158Dec 29, 2025Updated 2 months ago
Alternatives and similar repositories for SkyNetMEC
Users that are interested in SkyNetMEC are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Trajectory Optimization and Computing Offloading Strategy in UAV-Assisted MEC System☆190Jul 11, 2022Updated 3 years ago
- UAV offloading based on QMIX☆17Oct 12, 2023Updated 2 years ago
- Code for the paper 'Multi-Agent Reinforcement Learning in NOMA-Aided UAV Networks for Cellular Offloading'☆96Oct 10, 2022Updated 3 years ago
- Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach…☆689Nov 19, 2025Updated 4 months ago
- ☆22Jan 14, 2023Updated 3 years 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
- The survey of UAV-Assisted MEC system in VANET -- The task offloading and UAV trajectory planning☆28May 16, 2024Updated last year
- Simulation and documentations of Multiple UAV TPC optimization☆52Mar 21, 2020Updated 6 years ago
- Repository for 'Privacy-Preserving Offloading Scheme in Multi-Access Edge Computing Based on MADRL'☆33Jul 27, 2023Updated 2 years ago
- Multi-Agent Deep Reinforcement Learning for Task Offloading in GDMSs☆98Sep 14, 2023Updated 2 years ago
- HAPS-UAV-Enabled Heterogeneous Networks: A Deep Reinforcement Learning Approach☆16Jul 13, 2023Updated 2 years ago
- Deep Reinforcement Learning Environments for User-Centric Mobile Edge Computing☆28Mar 22, 2024Updated 2 years ago
- Code for Data Offloading in UAV-assisted Multi-access Edge Computing Systems: A Resource-based Pricing and User Risk-awareness Approach p…☆117Feb 10, 2023Updated 3 years ago
- ☆36Dec 11, 2022Updated 3 years ago
- [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
- An intelligent task offloading method based on multi-agent deep reinforcement learning in ultra-dense heterogeneous network with mobile e…☆53Apr 10, 2024Updated last year
- Source code of the paper "Deep Reinforcement Learning-Based Online Resource Management for UAV-Assisted Edge Computing With Dual Connecti…☆108Jul 2, 2024Updated last year
- A TD3 APPROACH IN OFFLOADING TRAFFIC FOR UAV-ASSISTED MOBILE EDGE COMPUTING☆42Sep 4, 2023Updated 2 years ago
- ☆22Oct 14, 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…☆348Jul 10, 2023Updated 2 years ago
- UAV-based MEC to maximize user throughput via reinforcement learning☆110Dec 18, 2018Updated 7 years ago
- created an environment of 10*10 grid and 4 UAVs to carry out coverage path planning cooperatively☆108Oct 25, 2021Updated 4 years ago
- The source code for the paper titled Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edg…☆144Jan 17, 2026Updated 2 months ago
- Implementation of the article 'A Strategic Game for Task Offloading among Capacitated UAV-mounted Cloudlets'☆13Jan 2, 2023Updated 3 years ago
- ☆10Jul 13, 2023Updated 2 years ago
- ☆91Jun 6, 2024Updated last year
- Mobility Aware Energy Minimal Task Offloading with Delay Constraints in Mobile Edge Computing Environment☆16Feb 8, 2022Updated 4 years ago
- Multi-agent Deep Reinforcement Learning for Efficient Computation Offloading in Mobile Edge Computing☆15Jun 7, 2023Updated 2 years ago
- Evaluation code of our paper in IEEE Transactions on Mobile Computing: ''Towards Decentralized Task Offloading and Resource Allocation in…☆146Jul 31, 2025Updated 7 months ago
- This is an instant noodle implementation of "Adaptive Task Offloading in Coded Edge Computing: A Deep Reinforcement Learning Approach"☆27Jul 2, 2022Updated 3 years ago
- A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning (DRL) for Mobile Edge Computing (MEC) | This algorit…☆271Apr 5, 2025Updated 11 months ago
- Towards Heterogeneous Environment: Lyapunov-orientated ImpHetero Reinforcement Learning for Task Offloading☆30Oct 1, 2022Updated 3 years ago
- [JSAC 2018] Energy-Efficient UAV Control for Effective and Fair Communication Coverage: A Deep Reinforcement Learning Approach☆143Mar 7, 2024Updated 2 years ago
- It's a implementation about the paper Liang Huang, Suzhi Bi, and Ying-jun Angela Zhang, "Deep Reinforcement Learning for Online Computati…☆168Feb 26, 2020Updated 6 years ago
- This is an Research project☆19Jan 4, 2025Updated last year
- Resource Allocation for Internet of Vehicles based on Multi-Agent Deep Deterministic Policy Gradient Algorithm☆18Sep 10, 2024Updated last year
- Codes for the paper titled Online Joint Task Offloading and Resource Management in Heterogeneous Mobile Edge Environments.☆18Dec 7, 2022Updated 3 years ago
- Open source code for paper: Multi-Agent Deep Reinforcement Learning Based Multi-Task Partial Computation Offloading in Mobile Edge Comput…☆74Oct 14, 2025Updated 5 months ago
- Code for paper "基于多智能体深度强化学习的车联网通信资源分配优化"☆333Aug 22, 2025Updated 7 months ago