☆78Jul 1, 2023Updated 2 years ago
Alternatives and similar repositories for DRL-for-edge-computing
Users that are interested in DRL-for-edge-computing 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…☆86Jul 18, 2022Updated 3 years ago
- Repository for 'Privacy-Preserving Offloading Scheme in Multi-Access Edge Computing Based on MADRL'☆33Jul 27, 2023Updated 2 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
- ☆21Aug 20, 2022Updated 3 years ago
- ☆25Feb 25, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- 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
- The python code for paper "Multi-objective Deep Reinforcement Learning for Mobile Edge Computing"☆126Jul 4, 2023Updated 2 years ago
- ☆21May 7, 2021Updated 5 years ago
- ☆44Aug 21, 2023Updated 2 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
- MEC task offloading(change ddpg into SAC)☆22Jun 20, 2022Updated 3 years ago
- Q learning and DQN☆10Mar 14, 2022Updated 4 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
- RL and MARL from Mobile Edge Computing Load Optimization☆12Jun 28, 2023Updated 2 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.
- A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning (DRL) for Mobile Edge Computing (MEC) | This algorit…☆280Apr 5, 2025Updated last year
- Towards Heterogeneous Environment: Lyapunov-orientated ImpHetero Reinforcement Learning for Task Offloading☆30Oct 1, 2022Updated 3 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 a Reinforcement learning algorithm for task scheduling in edge-cloud computing.☆13Feb 10, 2024Updated 2 years ago
- ☆19Nov 19, 2021Updated 4 years ago
- Multi-Agent Deep Reinforcement Learning for Task Offloading in GDMSs☆99Sep 14, 2023Updated 2 years ago
- 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
- TransEdge: Task Offloading with GNN and DRL in Edge Computing-Enabled Transportation System☆46Aug 26, 2024Updated last year
- ☆166Dec 1, 2021Updated 4 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.
- ☆36Dec 11, 2022Updated 3 years ago
- ☆93Jun 6, 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
- ☆16Mar 7, 2023Updated 3 years ago
- ICC 2022 submit paper code☆27Nov 24, 2023Updated 2 years ago
- Trajectory Optimization and Computing Offloading Strategy in UAV-Assisted MEC System☆192Jul 11, 2022Updated 3 years ago
- 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
- Multi-Agent Deep Reinforcement Learning for Collaborative Computation Offloading in Mobile Edge-Computing☆21May 29, 2025Updated 11 months ago
- ☆39Sep 10, 2022Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆30Mar 28, 2023Updated 3 years ago
- Multi-agent Deep Reinforcement Learning for Efficient Computation Offloading in Mobile Edge Computing☆14Jun 7, 2023Updated 2 years ago
- 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
- This is the code of the paper:"Joint Service Caching, Communication and Computing Resource Allocation in Collaborative MEC Systems: A DRL…☆41Mar 27, 2025Updated last year
- 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
- 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
- 使用Drl来解决多智能体卸载问题☆108Oct 26, 2022Updated 3 years ago