An intelligent task offloading method based on multi-agent deep reinforcement learning in ultra-dense heterogeneous network with mobile edge computing
☆53Apr 10, 2024Updated 2 years ago
Alternatives and similar repositories for W-MADDPG
Users that are interested in W-MADDPG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This project proposes a DRL-based fault-tolerant task offloading method for Mobile Edge-Cloud Computing. Using a DDPG algorithm, it minim…☆21Apr 28, 2026Updated last month
- ☆12Jul 22, 2024Updated last year
- ☆12Jan 9, 2025Updated last year
- Official implementation of paper "Neural Combinatorial Optimization for Multiobjective Task Offloading in Mobile Edge Computing"☆20Aug 26, 2025Updated 9 months ago
- The source code for the paper titled Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edg…☆148Apr 8, 2026Updated last month
- 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.
- Deep Reinforcement Learning-based Dependent Task Offloading with Theory of Mind☆27Jan 6, 2025Updated last year
- ☆23Oct 14, 2023Updated 2 years ago
- ☆93Jun 6, 2024Updated last year
- Latency optimized and energy efficient task offloading in MEC system using Deep Q-Network algorithm.☆18Jun 2, 2024Updated last year
- Evaluation code of our paper in IEEE Transactions on Mobile Computing: ''Towards Decentralized Task Offloading and Resource Allocation in…☆154Jul 31, 2025Updated 9 months ago
- A multi-layer guided reinforcement learning-based tasks offloading in edge computing - Simulations☆109Jan 9, 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…☆86Jul 18, 2022Updated 3 years ago
- Code for CoPace: Edge computation offloading and caching for self-driving with deep reinforcement learning☆23Oct 7, 2024Updated last year
- Q learning and DQN☆10Mar 14, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This repository contains an implementation of a UAV-based task offloading model using the Multi-Agent Deep Deterministic Policy Gradient …☆166Dec 29, 2025Updated 5 months ago
- ☆55Jun 24, 2024Updated last year
- Task offloading in vehicular edge computing networks☆25Oct 23, 2023Updated 2 years ago
- Repository for 'Privacy-Preserving Offloading Scheme in Multi-Access Edge Computing Based on MADRL'☆33Jul 27, 2023Updated 2 years ago
- ☆18Oct 27, 2024Updated last year
- [IEEE TMC 2020] "Computation Offloading in Multi-Access Edge Computing: A Multi-Task Learning Approach" and [IEEE GlobeCom 2023] "A Multi…☆94Apr 15, 2024Updated 2 years ago
- ☆78Jul 1, 2023Updated 2 years ago
- Resource Allocation for Internet of Vehicles based on Multi-Agent Deep Deterministic Policy Gradient Algorithm☆20Sep 10, 2024Updated last year
- Code of Paper "Joint Task Offloading and Resource Optimization in NOMA-based Vehicular Edge Computing: A Game-Theoretic DRL Approach", JS…☆356Jul 10, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning (DRL) for Mobile Edge Computing (MEC) | This algorit…☆282Apr 5, 2025Updated last year
- Open source code for paper: Multi-Agent Deep Reinforcement Learning Based Multi-Task Partial Computation Offloading in Mobile Edge Comput…☆77Oct 14, 2025Updated 7 months ago
- TransEdge: Task Offloading with GNN and DRL in Edge Computing-Enabled Transportation System☆46Aug 26, 2024Updated last year
- Allocation of the resource blocks to the ground user for distributed UAV based cellular system with only the transfer of reward values. A…☆19Oct 9, 2022Updated 3 years ago
- ☆94May 22, 2023Updated 3 years ago
- [TMC’23] Preemptive Migration Prediction Network for Proactive Fault Tolerant Edge Computing☆11Sep 25, 2023Updated 2 years ago
- A Python-based simulation environment for edge computing decision-making algorithms with edge task scheduling.☆15Sep 10, 2024Updated last year
- This item is code for the paper "Dynamic pricing algorithm for edge computing task offloading based on Contextual Multi-Armed Bandit".☆13Apr 16, 2024Updated 2 years ago
- Deep Reinforcement Learning Environments for User-Centric Mobile Edge Computing☆27Mar 22, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A semi-online Computational Offloading Model, which utilizes users’ behavior prediction method to optimize task offloading in edge comput…☆74Apr 15, 2021Updated 5 years ago
- The python code for paper "Multi-objective Deep Reinforcement Learning for Mobile Edge Computing"☆126Jul 4, 2023Updated 2 years ago
- Source Code for paper "Joint Computing, Pushing and Caching Optimization for Mobile Edge Computing Networks via Soft Actor-Critic Learnin…☆74Mar 14, 2025Updated last year
- Multi-Agent Deep Reinforcement Learning for Task Offloading in GDMSs☆99Sep 14, 2023Updated 2 years ago
- This study presents a task offloading algorithm that considers social relationships, task dependencies, energy consumption, and latency. …☆25Jul 10, 2024Updated last year
- ☆33Mar 19, 2024Updated 2 years ago
- Towards Heterogeneous Environment: Lyapunov-orientated ImpHetero Reinforcement Learning for Task Offloading☆30Oct 1, 2022Updated 3 years ago