A multi-layer guided reinforcement learning-based tasks offloading in edge computing - Simulations
☆108Jan 9, 2023Updated 3 years ago
Alternatives and similar repositories for ML-RL-simulations
Users that are interested in ML-RL-simulations are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code of Paper "Joint Task Offloading and Resource Optimization in NOMA-based Vehicular Edge Computing: A Game-Theoretic DRL Approach", JS…☆355Jul 10, 2023Updated 2 years ago
- Multi-Agent Deep Reinforcement Learning for Task Offloading in GDMSs☆98Sep 14, 2023Updated 2 years ago
- Paper publised in TNSM entitled "DRL-Based Long-Term Resource Planning for Task Offloading Policies in Multi-Server Edge Computing Networ…☆85Jul 18, 2022Updated 3 years ago
- PureEdgeSim Extension☆21Feb 3, 2022Updated 4 years ago
- Simulation code for multi-user offloading in edge computing newtorks☆305Mar 12, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆92Jun 6, 2024Updated last year
- 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
- [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
- Learning-Based Load-Aware Heterogeneous Vehicle Edge Computing☆37Feb 20, 2024Updated 2 years ago
- computation offloading in mobile edge computation using Reinforcement Learning☆71Mar 7, 2021Updated 5 years ago
- 研究生论文☆15Oct 23, 2018Updated 7 years ago
- A Python-based simulation environment for edge computing decision-making algorithms with edge task scheduling.☆15Sep 10, 2024Updated last year
- 基于边缘计算网络的卸载优化及资源优化☆121Feb 27, 2023Updated 3 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 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- User allocation in Mobile Edge Computing Environment using Reinforcement Learning☆32Sep 16, 2022Updated 3 years ago
- ☆166Dec 1, 2021Updated 4 years ago
- Code for Data Offloading in UAV-assisted Multi-access Edge Computing Systems: A Resource-based Pricing and User Risk-awareness Approach p…☆118Feb 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☆59Dec 29, 2021Updated 4 years ago
- Deep reinforcement learning for mobile edge computing☆424Sep 2, 2022Updated 3 years ago
- ☆278May 7, 2021Updated 4 years ago
- Evaluation code of our paper in IEEE Transactions on Mobile Computing: ''Towards Decentralized Task Offloading and Resource Allocation in …☆152Jul 31, 2025Updated 9 months ago
- Optimization of Offloading Scheme Algorithm for Large Number of Tasks in Mobile-Edge Computing☆207Oct 15, 2020Updated 5 years ago
- Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks☆669Oct 28, 2021Updated 4 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.
- Vehicular trajectories processing for Didi GAIA Open Data Set☆60Jan 23, 2026Updated 3 months ago
- The purpose of this project is to implement machine learning methods to study resource allocation problems, that is how to share limited …☆16Jun 7, 2022Updated 3 years ago
- Simulated the scenario between edge servers and users with a clear graphic interface. Also, implemented the continuous control with Deep …☆372Jul 21, 2022Updated 3 years ago
- ☆19May 12, 2021Updated 4 years ago
- ☆24Apr 12, 2022Updated 4 years ago
- ☆17Dec 12, 2022Updated 3 years ago
- Joint strategy design on edge computing offloading based on deep reinforcement learning☆124Jul 12, 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 last year
- Towards Heterogeneous Environment: Lyapunov-orientated ImpHetero Reinforcement Learning for Task Offloading☆30Oct 1, 2022Updated 3 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.
- ☆34Aug 17, 2022Updated 3 years ago
- PureEdgeSim: A simulation framework for performance evaluation of cloud, fog, and pure edge computing environments.☆215Mar 19, 2025Updated 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
- 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
- SatEdgeSim: A Toolkit for Modeling and Simulation of Performance Evaluation in Satellite Edge Computing Environments☆61Nov 29, 2023Updated 2 years ago
- A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning (DRL) for Mobile Edge Computing (MEC) | This algorit…☆278Apr 5, 2025Updated last year
- The python code for paper "Multi-objective Deep Reinforcement Learning for Mobile Edge Computing"☆125Jul 4, 2023Updated 2 years ago