2024.3.10 This project utilizes deep reinforcement learning methods for computation offloading and resource allocation in edge computing systems.
☆27Mar 7, 2024Updated 2 years ago
Alternatives and similar repositories for Computition-Offloading-and-Resource-Allocation-with-PPO20240310
Users that are interested in Computition-Offloading-and-Resource-Allocation-with-PPO20240310 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 🎓Automatically Update Offloading in Edge Computing Papers Daily using Github Actions (Update Every 2days)☆17Nov 5, 2025Updated 6 months ago
- A TD3 APPROACH IN OFFLOADING TRAFFIC FOR UAV-ASSISTED MOBILE EDGE COMPUTING☆42Sep 4, 2023Updated 2 years ago
- Deep Reinforcement Learning for Delay-Optimized Task Offloading in Vehicular Fog Computing☆26Jun 2, 2025Updated 11 months ago
- ☆49Oct 9, 2023Updated 2 years ago
- 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
- 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.
- ☆12Jan 9, 2025Updated last year
- Try to replicate test with the paper "Adaptive Resource Allocation in Future Wireless Networks With Blockchain and Mobile Edge Computing"☆10Nov 1, 2023Updated 2 years ago
- A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning (DRL) for Mobile Edge Computing (MEC) | This algorit…☆280Apr 5, 2025Updated last year
- 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
- Source Code of QDRL: Queue-aware Online DRL for Computation Offloading in Industrial Internet of Things☆12Nov 24, 2023Updated 2 years ago
- 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
- This study presents a task offloading algorithm that considers social relationships, task dependencies, energy consumption, and latency. …☆25Jul 10, 2024Updated last year
- This is the code for the paper Improved DDPG Based Two-Timescale Multi- Dimensional Resource Allocation for Multi-Access Edge Computing N…☆28May 6, 2025Updated last year
- Task offloading in vehicular edge computing networks☆25Oct 23, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆23Oct 14, 2023Updated 2 years ago
- Latency optimized and energy efficient task offloading in MEC system using Deep Q-Network algorithm.☆18Jun 2, 2024Updated last year
- joint computation offloading and resource allocation in Internet of Vehicle☆87Apr 4, 2021Updated 5 years ago
- 基于深度强化学习的部分计算任务卸载延迟优化☆171Oct 10, 2022Updated 3 years ago
- Code for the paper On-Policy vs. Off-Policy Deep Reinforcement Learning for Resource Allocation in Open Radio Access Network☆34Jan 22, 2022Updated 4 years ago
- ☆93Jun 6, 2024Updated last year
- ☆21Feb 28, 2025Updated last year
- 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 3 weeks ago
- JOINT RESOURCE ALLOCATION AND TRAJECTORY OPTIMIZATION FOR MULTI-UAV-ASSISTED MULTI-ACCESS MOBILE EDGE COMPUTING☆35Nov 20, 2023Updated 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.
- Based on Conference Paper: Cooperative task offloading and path planning for industrial robotic using spectral and energy efficient feder…☆13May 5, 2023Updated 3 years ago
- computation offloading in mobile edge computation using Reinforcement Learning☆73Mar 7, 2021Updated 5 years ago
- Learning-Based Load-Aware Heterogeneous Vehicle Edge Computing☆38Feb 20, 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 2 years 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
- Welcome to our open-source project focused on revolutionizing Mobile Edge Computing (MEC) with the power of multiple Unmanned Aerial Vehi…☆49Oct 11, 2023Updated 2 years ago
- Official implementation of the paper "MTL-Split: Multi-Task Learning for Edge Devices using Split Computing" accepted @ DAC 2024.☆10Dec 3, 2024Updated last year
- Deep Reinforcement Learning Environments for User-Centric Mobile Edge Computing☆27Mar 22, 2024Updated 2 years ago
- Exploring Deep Reinforcement Learning-Assisted Federated Learning for Online Resource Allocation in Privacy-Preserving EdgeIoT☆37Mar 25, 2024Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Thesis in Federated Learning using an Edge/Cloud Computing architecture☆10Feb 26, 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
- This repository contains an implementation of a UAV-based task offloading model using the Multi-Agent Deep Deterministic Policy Gradient …☆166Dec 29, 2025Updated 4 months ago
- 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
- This is the code for paper "AIHO: Enhancing Task Offloading and Reducing Latency in Serverless Multi-Edge-to-Cloud Systems".☆12Feb 3, 2024Updated 2 years ago
- Mobility Aware Energy Minimal Task Offloading with Delay Constraints in Mobile Edge Computing Environment☆16Feb 8, 2022Updated 4 years ago
- Source code of the paper "Deep Reinforcement Learning-Based Online Resource Management for UAV-Assisted Edge Computing With Dual Connecti…☆111Jul 2, 2024Updated last year