YouhuiGan / UAV_DDPG
Trajectory Optimization and Computing Offloading Strategy in UAV-Assisted MEC System
☆155Updated 2 years ago
Alternatives and similar repositories for UAV_DDPG:
Users that are interested in UAV_DDPG are comparing it to the libraries listed below
- This repository contains an implementation of a UAV-based task offloading model using the Multi-Agent Deep Deterministic Policy Gradient …☆107Updated 3 months ago
- Code for the paper 'Multi-Agent Reinforcement Learning in NOMA-Aided UAV Networks for Cellular Offloading'☆85Updated 2 years ago
- UAV-based MEC to maximize user throughput via reinforcement learning☆100Updated 6 years ago
- ☆48Updated 4 years ago
- source code of the paper "Computation offloading in UAV-enabled Edge Computing: A Stackelberg Game Approach" published in SENSORS☆87Updated 2 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
- Evaluation code of our paper in IEEE Transactions on Mobile Computing: ''Towards Decentralized Task Offloading and Resource Allocation in…☆118Updated last month
- Codes for the paper "AoI-Aware Resource Allocation for Platoon-Based C-V2X Networks via Multi-Agent Multi-Task Reinforcement Learning"☆61Updated last year
- A TD3 APPROACH IN OFFLOADING TRAFFIC FOR UAV-ASSISTED MOBILE EDGE COMPUTING☆34Updated last year
- Welcome to our open-source project focused on revolutionizing Mobile Edge Computing (MEC) with the power of multiple Unmanned Aerial Vehi…☆33Updated last year
- 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
- JOINT RESOURCE ALLOCATION AND TRAJECTORY OPTIMIZATION FOR MULTI-UAV-ASSISTED MULTI-ACCESS MOBILE EDGE COMPUTING☆26Updated last year
- ☆45Updated last year
- The survey of UAV-Assisted MEC system in VANET -- The task offloading and UAV trajectory planning☆18Updated 11 months ago
- The source code for the paper titled Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edg…☆115Updated 6 months ago
- 基于边缘计算网络的卸载优化及资源优化☆111Updated 2 years ago
- 使用Drl来解决多智能体卸载问题☆105Updated 2 years ago
- Code implementation of "Cooperative Trajectory Design of Multiple UAV Base Stations with Heterogeneous Graph Neural Networks".☆89Updated 2 years ago
- IEEE WCNC 2023: Deep Reinforcement Learning for Secrecy Energy-Efficient UAV Communication with Reconfigurable Intelligent Surfaces☆123Updated last year
- ☆17Updated 2 years ago
- ☆20Updated 2 years ago
- Mobile edge computing networks based on Unmanned Aerial Vehicles☆40Updated 3 years ago
- ☆29Updated 3 years ago
- [JSAC 2018] Energy-Efficient UAV Control for Effective and Fair Communication Coverage: A Deep Reinforcement Learning Approach☆109Updated last year
- An intelligent task offloading method based on multi-agent deep reinforcement learning in ultra-dense heterogeneous network with mobile e…☆38Updated last year
- 基于ppo算法的计算卸载策略研究☆25Updated 2 years ago
- joint computation offloading and resource allocation in Internet of Vehicle☆82Updated 4 years ago
- Multi-Agent Deep Reinforcement Learning for Task Offloading in GDMSs☆86Updated last year
- Evaluation code and mathematic details of our paper in IEEE Communications Magazine: ''When the User-Centric Network Meets Mobile Edge Co…☆51Updated last month