Multi-Agent Deep Reinforcement Learning for Task Offloading in GDMSs
☆101Sep 14, 2023Updated 3 years ago
Alternatives and similar repositories for MaDRLAM
Users that are interested in MaDRLAM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Paper publised in TNSM entitled "DRL-Based Long-Term Resource Planning for Task Offloading Policies in Multi-Server Edge Computing Networ…☆84Jul 18, 2022Updated 4 years ago
- The source code for the paper titled Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edg…☆154Apr 8, 2026Updated 6 months ago
- Code of Paper "Joint Task Offloading and Resource Optimization in NOMA-based Vehicular Edge Computing: A Game-Theoretic DRL Approach", JS…☆366Jul 10, 2023Updated 3 years ago
- chiennv2000 / Learning-Based-Queuing-Delay-Aware-Task-Offloading-in-Collaborative-Vehicular-NetworksEvoluationay Algorithms Project: Learning-Based Queuing Delay-Aware Task Offloading in Collaborative Vehicular Networks☆58Dec 29, 2021Updated 4 years ago
- [IEEE TMC 2020] "Computation Offloading in Multi-Access Edge Computing: A Multi-Task Learning Approach" and [IEEE GlobeCom 2023] "A Multi…☆93Apr 15, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A semi-online Computational Offloading Model, which utilizes users’ behavior prediction method to optimize task offloading in edge comput…☆73Apr 15, 2021Updated 5 years ago
- ☆82Jul 1, 2023Updated 3 years ago
- ☆92Jun 6, 2024Updated 2 years ago
- The python code for paper "Multi-objective Deep Reinforcement Learning for Mobile Edge Computing"☆126Jul 4, 2023Updated 3 years ago
- Towards Heterogeneous Environment: Lyapunov-orientated ImpHetero Reinforcement Learning for Task Offloading☆30Oct 1, 2022Updated 4 years ago
- 基于边缘计算网络的卸载优化及资源优化☆120Feb 27, 2023Updated 3 years ago
- A multi-layer guided reinforcement learning-based tasks offloading in edge computing - Simulations☆108Jan 9, 2023Updated 3 years ago
- Repository for 'Privacy-Preserving Offloading Scheme in Multi-Access Edge Computing Based on MADRL'☆35Jul 27, 2023Updated 3 years ago
- ☆16Dec 12, 2022Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- 基于深度强化学习的部分计算任务卸载延迟优化☆175Oct 10, 2022Updated 4 years ago
- ☆180Sep 14, 2020Updated 6 years ago
- It's a implementation about the paper Liang Huang, Suzhi Bi, and Ying-jun Angela Zhang, "Deep Reinforcement Learning for Online Computati…☆167Feb 26, 2020Updated 6 years ago
- Vehicular trajectories processing for Didi GAIA Open Data Set☆63Jan 23, 2026Updated 9 months ago
- Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks☆675Oct 28, 2021Updated 5 years ago
- Lyapunov-guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks☆306Apr 10, 2025Updated last year
- Optimization of Offloading Scheme Algorithm for Large Number of Tasks in Mobile-Edge Computing☆211Oct 15, 2020Updated 6 years ago
- Joint strategy design on edge computing offloading based on deep reinforcement learning☆123Jul 12, 2021Updated 5 years ago
- Deep reinforcement learning for mobile edge computing☆428Sep 2, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Evaluation code of our paper in IEEE Transactions on Mobile Computing: ''Towards Decentralized Task Offloading and Resource Allocation in…☆159Jul 31, 2025Updated last year
- Simulated the scenario between edge servers and users with a clear graphic interface. Also, implemented the continuous control with Deep …☆374Jul 21, 2022Updated 4 years ago
- A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning (DRL) for Mobile Edge Computing (MEC) | This algorit…☆290Apr 5, 2025Updated last year
- ☆167Dec 1, 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…☆52Mar 15, 2025Updated last year
- ☆36Dec 11, 2022Updated 3 years ago
- Exploring Deep Reinforcement Learning-Assisted Federated Learning for Online Resource Allocation in Privacy-Preserving EdgeIoT☆37Mar 25, 2024Updated 2 years ago
- Simulation code for multi-user offloading in edge computing newtorks☆309Mar 12, 2022Updated 4 years ago
- This repository contains an implementation of a UAV-based task offloading model using the Multi-Agent Deep Deterministic Policy Gradient …☆172Dec 29, 2025Updated 10 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- An intelligent task offloading method based on multi-agent deep reinforcement learning in ultra-dense heterogeneous network with mobile e…☆55Apr 10, 2024Updated 2 years ago
- Digital-twin Network Service Pre-migration Scheme for Vehicular Edge Computing☆26Jul 15, 2023Updated 3 years ago
- This is an instant noodle implementation of "Adaptive Task Offloading in Coded Edge Computing: A Deep Reinforcement Learning Approach"☆27Jul 2, 2022Updated 4 years ago
- Multi-agent Deep Reinforcement Learning for Efficient Computation Offloading in Mobile Edge Computing☆14Jun 7, 2023Updated 3 years ago
- ☆75May 22, 2023Updated 3 years ago
- UAV offloading based on QMIX☆16Oct 12, 2023Updated 3 years ago
- Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach…☆727Oct 8, 2026Updated 3 weeks ago