revenol / LyDROO
Lyapunov-guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks
☆247Updated 3 years ago
Alternatives and similar repositories for LyDROO:
Users that are interested in LyDROO are comparing it to the libraries listed below
- Optimization of Offloading Scheme Algorithm for Large Number of Tasks in Mobile-Edge Computing☆189Updated 4 years ago
- Simulation code for multi-user offloading in edge computing newtorks☆281Updated 3 years ago
- Distributed Deep Learning-based Offloading for Mobile Edge Computing Networks☆264Updated 3 years ago
- It's a implementation about the paper Liang Huang, Suzhi Bi, and Ying-jun Angela Zhang, "Deep Reinforcement Learning for Online Computati…☆164Updated 5 years ago
- Code of Paper "Joint Task Offloading and Resource Optimization in NOMA-based Vehicular Edge Computing: A Game-Theoretic DRL Approach", JS…☆284Updated last year
- Simulated the scenario between edge servers and users with a clear graphic interface. Also, implemented the continuous control with Deep …☆348Updated 2 years ago
- Deep reinforcement learning for mobile edge computing☆391Updated 2 years ago
- ☆110Updated 4 years ago
- Joint strategy design on edge computing offloading based on deep reinforcement learning☆114Updated 3 years ago
- ☆167Updated 4 years ago
- 基于深度强化学习的部分计算任务卸载延迟优化☆155Updated 2 years ago
- 使用Drl来解决多智能体卸载问题☆104Updated 2 years ago
- A multi-layer guided reinforcement learning-based tasks offloading in edge computing - Simulations☆99Updated 2 years ago
- ☆131Updated 3 years ago
- 基于边缘计算网络的卸载优化及资源优化☆106Updated 2 years ago
- 采用强化学习来实现计算卸载☆104Updated 2 years ago
- Cyclotron2333 / Task-Offloading-and-Resource-Allocation-for-Multi-Server-Mobile-Edge-Computing-Networks☆262Updated 3 years ago
- Evaluation code of our paper in IEEE Transactions on Mobile Computing: ''Towards Decentralized Task Offloading and Resource Allocation in…☆116Updated 2 weeks ago
- The source code for the paper titled Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edg…☆105Updated 5 months ago
- Code for Intelligent Dynamic Data Offloading in a Competitive Mobile Edge Computing Market paper https://www.mdpi.com/1999-5903/11/5/118/…☆132Updated last year
- Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks☆596Updated 3 years ago
- [IEEE TMC 2020] "Computation Offloading in Multi-Access Edge Computing: A Multi-Task Learning Approach" and [IEEE GlobeCom 2023] "A Multi…☆77Updated 11 months ago
- The python code for paper "Multi-objective Deep Reinforcement Learning for Mobile Edge Computing"☆73Updated last year
- A semi-online Computational Offloading Model, which utilizes users’ behavior prediction method to optimize task offloading in edge comput…☆71Updated 3 years ago
- Multi-Agent Deep Reinforcement Learning for Task Offloading in GDMSs☆82Updated last year
- Reproduce results of the research article "Deep Reinforcement Learning Based Resource Allocation for V2V Communications"☆228Updated 3 years ago
- Algorithm implementation for my Edge Computing-related papers.☆205Updated 4 years ago
- computation offloading in mobile edge computation using Reinforcement Learning☆66Updated 4 years ago
- Code for paper "Dynamic Service Migration in Mobile Edge Computing Based on Markov Decision Process"☆61Updated 5 years ago
- Paper publised in TNSM entitled "DRL-Based Long-Term Resource Planning for Task Offloading Policies in Multi-Server Edge Computing Networ…☆73Updated 2 years ago