WangYichi1 / Computation-offloading-based-on-DQN
Joint strategy design on edge computing offloading based on deep reinforcement learning
☆114Updated 3 years ago
Alternatives and similar repositories for Computation-offloading-based-on-DQN:
Users that are interested in Computation-offloading-based-on-DQN are comparing it to the libraries listed below
- 采用强化学习来实现计算卸载☆104Updated 3 years ago
- 基于边缘计算网络的卸载优化及资源优化☆111Updated 2 years ago
- 基于深度强化学习的部分计算任务卸载延迟优化☆158Updated 2 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
- computation offloading in mobile edge computation using Reinforcement Learning☆67Updated 4 years ago
- 使用Drl来解决多智能体卸载问题☆105Updated 2 years ago
- A multi-layer guided reinforcement learning-based tasks offloading in edge computing - Simulations☆101Updated 2 years ago
- joint computation offloading and resource allocation in Internet of Vehicle☆82Updated 4 years ago
- ☆29Updated 3 years ago
- Evaluation code of our paper in IEEE Transactions on Mobile Computing: ''Towards Decentralized Task Offloading and Resource Allocation in…☆118Updated last month
- ☆113Updated 4 years ago
- [IEEE TMC 2020] "Computation Offloading in Multi-Access Edge Computing: A Multi-Task Learning Approach" and [IEEE GlobeCom 2023] "A Multi…☆79Updated last year
- It's a implementation about the paper Liang Huang, Suzhi Bi, and Ying-jun Angela Zhang, "Deep Reinforcement Learning for Online Computati…☆166Updated 5 years ago
- Paper publised in TNSM entitled "DRL-Based Long-Term Resource Planning for Task Offloading Policies in Multi-Server Edge Computing Networ…☆74Updated 2 years ago
- Code for Data Offloading in UAV-assisted Multi-access Edge Computing Systems: A Resource-based Pricing and User Risk-awareness Approach p…☆98Updated 2 years ago
- I build this Mobile Edge Computation simulating environment all by myself, and use the costomized ddpg reinforcement learning algorithm t…☆33Updated last year
- The source code for the paper titled Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edg…☆115Updated 6 months ago
- A python package of Cross-edge Computation Offloading (CCO) algorithm and its distributed version, Decor for Mobile Edge Computing (MEC).☆86Updated 6 years ago
- Optimization of Offloading Scheme Algorithm for Large Number of Tasks in Mobile-Edge Computing☆194Updated 4 years ago
- Multi-Agent Deep Reinforcement Learning for Task Offloading in GDMSs☆86Updated last year
- Code for Intelligent Dynamic Data Offloading in a Competitive Mobile Edge Computing Market paper https://www.mdpi.com/1999-5903/11/5/118/…☆134Updated last year
- 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
- This project proposes a DRL-based fault-tolerant task offloading method for Mobile Edge-Cloud Computing. Using a DDPG algorithm, it minim…☆11Updated 7 months ago
- EscapeTheWind / Edge-Computing-and-Caching-Optimization-based-on-PPO-for-Task-Offloading-in-RSU-assisted-IoV☆71Updated 11 months ago
- Code for paper "Dynamic Service Migration in Mobile Edge Computing Based on Markov Decision Process"☆61Updated 5 years ago
- Source code of the paper "Deep Reinforcement Learning-Based Online Resource Management for UAV-Assisted Edge Computing With Dual Connecti…☆71Updated 10 months ago
- 边缘计算能耗最小化仿真☆46Updated 3 years ago
- ☆134Updated 3 years ago
- 基于深度强化学习的MEC计算卸载与资源分配☆70Updated 5 years ago
- ☆45Updated last year