Reinforcement learning for load distribution in a decentralized Edge environment. This is the implementation of my Master's thesis project for the Data science course (October 2023).
☆28Nov 28, 2024Updated last year
Alternatives and similar repositories for RL-edge-computing
Users that are interested in RL-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:
- RL and MARL from Mobile Edge Computing Load Optimization☆12Jun 28, 2023Updated 3 years ago
- ☆23Oct 14, 2023Updated 3 years ago
- Evaluation code and mathematic details of our paper in IEEE Communications Magazine: ''When the User-Centric Network Meets Mobile Edge Co…☆52Mar 15, 2025Updated last year
- ☆20May 7, 2021Updated 5 years ago
- edge computing with reinforcement learning☆21Mar 29, 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.
- Privacy-aware service migration strategy for edge computing environments☆13Jun 17, 2022Updated 4 years ago
- ☆95May 22, 2023Updated 3 years ago
- ☆38Oct 10, 2025Updated last year
- Digital-twin Network Service Pre-migration Scheme for Vehicular Edge Computing☆26Jul 15, 2023Updated 3 years ago
- Deep Reinforcement Learning Environments for User-Centric Mobile Edge Computing☆26Mar 22, 2024Updated 2 years ago
- ☆82Jul 1, 2023Updated 3 years ago
- ☆92Jun 6, 2024Updated 2 years ago
- Repository for 'Privacy-Preserving Offloading Scheme in Multi-Access Edge Computing Based on MADRL'☆35Jul 27, 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 4 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.
- Source code for "Congestion-aware Distributed Task Offloading in Wireless Multi-hop Networks Using Graph Neural Networks"☆14Oct 23, 2024Updated 2 years ago
- Dynamic Task Software Caching-Assisted Computation Offloading for Multi-Access Edge Computing☆11Dec 18, 2022Updated 3 years ago
- implementation of cooperative caching algorithm for edge computing☆17May 9, 2023Updated 3 years ago
- Multi-agent Deep Reinforcement Learning for Efficient Computation Offloading in Mobile Edge Computing☆14Jun 7, 2023Updated 3 years ago
- [IEEE TMC 2020] "Computation Offloading in Multi-Access Edge Computing: A Multi-Task Learning Approach" and [IEEE GlobeCom 2023] "A Multi…☆93Apr 15, 2024Updated 2 years ago
- Q learning and DQN☆10Mar 14, 2022Updated 4 years ago
- ☆25Feb 25, 2023Updated 3 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 4 years ago
- Joint microservice deployment and request routing based on reinforcement learning.☆14Feb 5, 2026Updated 9 months 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.
- Task offloading in vehicular edge computing networks☆24Oct 23, 2023Updated 3 years ago
- ☆32May 30, 2024Updated 2 years ago
- ☆16Nov 10, 2023Updated 2 years ago
- ☆15Apr 20, 2026Updated 6 months ago
- ☆16Sep 12, 2023Updated 3 years ago
- Edge computing system for mUAV crowd identification and monitoring.☆11Oct 30, 2021Updated 5 years ago
- Source Code of QDRL: Queue-aware Online DRL for Computation Offloading in Industrial Internet of Things☆11Nov 24, 2023Updated 2 years ago
- Reference Python implementation of Lyapunov-based online scheduling for energy minimization in multi-AP wireless-powered mobile edge comp…☆10Aug 3, 2026Updated 3 months ago
- Fog computing emulation platform.☆14Oct 27, 2025Updated last year
- 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.
- A semi-online Computational Offloading Model, which utilizes users’ behavior prediction method to optimize task offloading in edge comput…☆73Apr 15, 2021Updated 5 years ago
- The source code of algorithms in paper "Computation Rate Maximization for Wireless Powered Edge Computing With Multi-User Cooperation"☆14Jul 3, 2024Updated 2 years ago
- Source code of the paper "Deep Reinforcement Learning-Based Online Resource Management for UAV-Assisted Edge Computing With Dual Connecti…☆115Jul 2, 2024Updated 2 years ago
- The python code for paper "Multi-objective Deep Reinforcement Learning for Mobile Edge Computing"☆126Jul 4, 2023Updated 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 4 years ago
- qiongwu86 / Asynchronous-Federated-Learning-Based-Mobility-aware-Caching-in-Vehicular-Edge-Computing☆90May 22, 2023Updated 3 years ago
- Source Code for paper "Joint Computing, Pushing and Caching Optimization for Mobile Edge Computing Networks via Soft Actor-Critic Learnin…☆75Mar 14, 2025Updated last year