pengguo318 / MaDRLAMLinks
Multi-Agent Deep Reinforcement Learning for Task Offloading in GDMSs
☆91Updated 2 years ago
Alternatives and similar repositories for MaDRLAM
Users that are interested in MaDRLAM are comparing it to the libraries listed below
Sorting:
- The python code for paper "Multi-objective Deep Reinforcement Learning for Mobile Edge Computing"☆90Updated 2 years ago
- Evaluation code of our paper in IEEE Transactions on Mobile Computing: ''Towards Decentralized Task Offloading and Resource Allocation in…☆131Updated last month
- Paper publised in TNSM entitled "DRL-Based Long-Term Resource Planning for Task Offloading Policies in Multi-Server Edge Computing Networ…☆78Updated 3 years ago
- Source Code for paper "Joint Computing, Pushing and Caching Optimization for Mobile Edge Computing Networks via Soft Actor-Critic Learnin…☆65Updated 6 months ago
- The source code for the paper titled Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edg…☆129Updated 10 months ago
- ☆56Updated 2 years ago
- 基于边缘计算网络的卸载优化及资源优化☆118Updated 2 years ago
- EscapeTheWind / Edge-Computing-and-Caching-Optimization-based-on-PPO-for-Task-Offloading-in-RSU-assisted-IoV☆80Updated last year
- [IEEE TMC 2020] "Computation Offloading in Multi-Access Edge Computing: A Multi-Task Learning Approach" and [IEEE GlobeCom 2023] "A Multi…☆86Updated last year
- 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☆104Updated 2 years ago
- 基于深度强化学习的部分计算任务卸载延迟优化☆162Updated 2 years ago
- ☆152Updated 3 years ago
- ☆43Updated last year
- ☆118Updated 4 years ago
- 采用强化学习来实现计算卸载☆105Updated 3 years ago
- computation offloading in mobile edge computation using Reinforcement Learning☆67Updated 4 years ago
- It's a implementation about the paper Liang Huang, Suzhi Bi, and Ying-jun Angela Zhang, "Deep Reinforcement Learning for Online Computati…☆167Updated 5 years ago
- A semi-online Computational Offloading Model, which utilizes users’ behavior prediction method to optimize task offloading in edge comput…☆72Updated 4 years ago
- joint computation offloading and resource allocation in Internet of Vehicle☆86Updated 4 years ago
- ☆21Updated 3 years ago
- Evaluation code and mathematic details of our paper in IEEE Communications Magazine: ''When the User-Centric Network Meets Mobile Edge Co…☆52Updated 6 months ago
- Joint strategy design on edge computing offloading based on deep reinforcement learning☆119Updated 4 years ago
- I build this Mobile Edge Computation simulating environment all by myself, and use the costomized ddpg reinforcement learning algorithm t…☆35Updated 2 years ago
- Derfei / Dependency-Aware-Computation-Offloading-for-Mobile-Edge-Computing-with-Edge-Cloud-CooperationThe code for paper titled "Dependency-Aware-Computation-Offloading-for-Mobile-Edge-Computing-with-Edge-Cloud-Cooperation"☆66Updated 4 years ago
- An intelligent task offloading method based on multi-agent deep reinforcement learning in ultra-dense heterogeneous network with mobile e…☆47Updated last year
- ☆22Updated 2 years ago
- Source code of the paper "Deep Reinforcement Learning-Based Online Resource Management for UAV-Assisted Edge Computing With Dual Connecti…☆88Updated last year
- Code for Data Offloading in UAV-assisted Multi-access Edge Computing Systems: A Resource-based Pricing and User Risk-awareness Approach p…☆110Updated 2 years ago
- TransEdge: Task Offloading with GNN and DRL in Edge Computing-Enabled Transportation System☆43Updated last year