Open source code for paper: Multi-Agent Deep Reinforcement Learning Based Multi-Task Partial Computation Offloading in Mobile Edge Computing
☆74Oct 14, 2025Updated 5 months ago
Alternatives and similar repositories for MADRL-Based-Multi-Task-Partial-Computation-Offloading-in-MEC
Users that are interested in MADRL-Based-Multi-Task-Partial-Computation-Offloading-in-MEC are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The source code of algorithms in paper "Incentive-Driven Task Offloading and Collaborative Computing in Device-Assisted MEC Networks".☆15Dec 22, 2024Updated last year
- 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
- 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
- ☆11Jan 9, 2025Updated last year
- ☆16Jul 8, 2025Updated 8 months ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official implementation of paper "Neural Combinatorial Optimization for Multiobjective Task Offloading in Mobile Edge Computing"☆15Aug 26, 2025Updated 6 months ago
- ☆91Jun 6, 2024Updated last year
- This project proposes a DRL-based fault-tolerant task offloading method for Mobile Edge-Cloud Computing. Using a DDPG algorithm, it minim…☆20Oct 1, 2024Updated last year
- simulation for task offloading in an MEC environment☆19Sep 28, 2024Updated last year
- Multi-Agent Deep Reinforcement Learning for Collaborative Computation Offloading in Mobile Edge-Computing☆20May 29, 2025Updated 9 months ago
- ☆54Jun 24, 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
- Latency optimized and energy efficient task offloading in MEC system using Deep Q-Network algorithm.☆18Jun 2, 2024Updated last year
- ☆16Sep 29, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 2024.3.10 This project utilizes deep reinforcement learning methods for computation offloading and resource allocation in edge computing …☆27Mar 7, 2024Updated 2 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
- ☆17Feb 20, 2023Updated 3 years ago
- This repository contains a Reinforcement learning algorithm for task scheduling in edge-cloud computing.☆13Feb 10, 2024Updated 2 years ago
- 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
- QECO: A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning for Mobile Edge Computing☆23Sep 29, 2024Updated last year
- Multi-agent Deep Reinforcement Learning for Efficient Computation Offloading in Mobile Edge Computing☆15Jun 7, 2023Updated 2 years ago
- Research Paper Implementation "Handover-Enabled Dynamic Computation Offloading for Vehicular Edge Computing Networks" using DQN Reinforce…☆16May 9, 2025Updated 10 months ago
- ☆16Nov 10, 2023Updated 2 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- This repository contains an implementation of a UAV-based task offloading model using the Multi-Agent Deep Deterministic Policy Gradient …☆159Dec 29, 2025Updated 2 months ago
- A framework for IoT devices to offload tasks to the cloud, resulting in efficient computation and decreased cloud costs.☆30Jun 21, 2022Updated 3 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
- Codes for the paper titled Online Joint Task Offloading and Resource Management in Heterogeneous Mobile Edge Environments.☆18Dec 7, 2022Updated 3 years ago
- ☆28Apr 25, 2023Updated 2 years ago
- Multi-Agent Deep Reinforcement Learning for Task Offloading in GDMSs☆98Sep 14, 2023Updated 2 years ago
- ☆163Dec 1, 2021Updated 4 years ago
- Simulation tool for CDN replication in large low-earth orbit satellite access networks.☆13May 17, 2021Updated 4 years 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
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Lyapunov-guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks☆298Apr 10, 2025Updated 11 months 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
- Reinforcement learning for load distribution in a decentralized Edge environment. This is the implementation of my Master's thesis projec…☆28Nov 28, 2024Updated last year
- ☆179Sep 14, 2020Updated 5 years ago
- Code for Intelligent Dynamic Data Offloading in a Competitive Mobile Edge Computing Market paper https://www.mdpi.com/1999-5903/11/5/118/…☆145Jul 20, 2023Updated 2 years ago
- SatEdgeSim: A Toolkit for Modeling and Simulation of Performance Evaluation in Satellite Edge Computing Environments☆60Nov 29, 2023Updated 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