☆72Jul 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
Sorting:
- Repository for 'Privacy-Preserving Offloading Scheme in Multi-Access Edge Computing Based on MADRL'☆33Jul 27, 2023Updated 2 years ago
- ☆26Feb 25, 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…☆84Jul 18, 2022Updated 3 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 11 months ago
- MEC task offloading(change ddpg into SAC)☆22Jun 20, 2022Updated 3 years ago
- ☆21Aug 20, 2022Updated 3 years ago
- ☆21May 7, 2021Updated 4 years ago
- The python code for paper "Multi-objective Deep Reinforcement Learning for Mobile Edge Computing"☆122Jul 4, 2023Updated 2 years ago
- Code of Paper "Joint Task Offloading and Resource Optimization in NOMA-based Vehicular Edge Computing: A Game-Theoretic DRL Approach", JS…☆344Jul 10, 2023Updated 2 years ago
- Q learning and DQN☆10Mar 14, 2022Updated 3 years ago
- Towards Heterogeneous Environment: Lyapunov-orientated ImpHetero Reinforcement Learning for Task Offloading☆29Oct 1, 2022Updated 3 years ago
- RL and MARL from Mobile Edge Computing Load Optimization☆11Jun 28, 2023Updated 2 years ago
- Source code of the paper "Deep Reinforcement Learning-Based Online Resource Management for UAV-Assisted Edge Computing With Dual Connecti…☆109Jul 2, 2024Updated last year
- TransEdge: Task Offloading with GNN and DRL in Edge Computing-Enabled Transportation System☆43Aug 26, 2024Updated last year
- The source code for the paper titled Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edg…☆141Jan 17, 2026Updated last month
- ☆41Aug 21, 2023Updated 2 years ago
- 基于边缘计算网络的卸载优化及资源优化☆122Feb 27, 2023Updated 3 years ago
- Multi-Agent Deep Reinforcement Learning for Task Offloading in GDMSs☆96Sep 14, 2023Updated 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
- ☆19Nov 19, 2021Updated 4 years ago
- ☆36Dec 11, 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…☆92Apr 15, 2024Updated last year
- ☆89Jun 6, 2024Updated last year
- ☆15Mar 7, 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
- Evaluation code of our paper in IEEE Transactions on Mobile Computing: ''Towards Decentralized Task Offloading and Resource Allocation in…☆144Jul 31, 2025Updated 7 months ago
- ☆160Dec 1, 2021Updated 4 years ago
- This repository contains a Reinforcement learning algorithm for task scheduling in edge-cloud computing.☆13Feb 10, 2024Updated 2 years ago
- Related paper: Online Scheduling for Energy Minimization in Wireless Powered Mobile Edge Computing☆10Jan 5, 2023Updated 3 years ago
- ☆41Jul 24, 2024Updated last year
- Deep Reinforcement Learning Environments for User-Centric Mobile Edge Computing☆28Mar 22, 2024Updated last year
- ICC 2022 submit paper code☆27Nov 24, 2023Updated 2 years ago
- 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
- 使用强化学习求解边缘计算中短视频边缘缓存策略,当前使用ddpg进行求解☆30May 16, 2022Updated 3 years ago
- ☆13Jun 17, 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…☆26May 6, 2025Updated 10 months ago
- Multi-agent Deep Reinforcement Learning for Efficient Computation Offloading in Mobile Edge Computing☆15Jun 7, 2023Updated 2 years ago
- ☆40Sep 10, 2022Updated 3 years ago
- A TD3 APPROACH IN OFFLOADING TRAFFIC FOR UAV-ASSISTED MOBILE EDGE COMPUTING☆42Sep 4, 2023Updated 2 years ago