YouhuiGan / UAV_DDPGLinks
Trajectory Optimization and Computing Offloading Strategy in UAV-Assisted MEC System
☆184Updated 3 years ago
Alternatives and similar repositories for UAV_DDPG
Users that are interested in UAV_DDPG are comparing it to the libraries listed below
Sorting:
- Code for the paper 'Multi-Agent Reinforcement Learning in NOMA-Aided UAV Networks for Cellular Offloading'☆94Updated 3 years ago
- This repository contains an implementation of a UAV-based task offloading model using the Multi-Agent Deep Deterministic Policy Gradient …☆148Updated 6 months ago
- UAV-based MEC to maximize user throughput via reinforcement learning☆107Updated 7 years ago
- Source code of the paper "Deep Reinforcement Learning-Based Online Resource Management for UAV-Assisted Edge Computing With Dual Connecti…☆105Updated last year
- ☆63Updated 5 years ago
- JOINT RESOURCE ALLOCATION AND TRAJECTORY OPTIMIZATION FOR MULTI-UAV-ASSISTED MULTI-ACCESS MOBILE EDGE COMPUTING☆34Updated 2 years ago
- ☆21Updated 2 years ago
- Codes for the paper "AoI-Aware Resource Allocation for Platoon-Based C-V2X Networks via Multi-Agent Multi-Task Reinforcement Learning"☆78Updated 2 years ago
- Welcome to our open-source project focused on revolutionizing Mobile Edge Computing (MEC) with the power of multiple Unmanned Aerial Vehi…☆49Updated 2 years ago
- A TD3 APPROACH IN OFFLOADING TRAFFIC FOR UAV-ASSISTED MOBILE EDGE COMPUTING☆42Updated 2 years ago
- source code of the paper "Computation offloading in UAV-enabled Edge Computing: A Stackelberg Game Approach" published in SENSORS☆100Updated 3 years ago
- Evaluation code of our paper in IEEE Transactions on Mobile Computing: ''Towards Decentralized Task Offloading and Resource Allocation in…☆140Updated 4 months ago
- This is the code of the moddpg algorithm for UAV-assisted data collection and energy harvesting.☆39Updated 4 years ago
- Paper publised in TNSM entitled "DRL-Based Long-Term Resource Planning for Task Offloading Policies in Multi-Server Edge Computing Networ…☆83Updated 3 years ago
- ☆10Updated 4 years ago
- ☆20Updated 3 years ago
- ☆65Updated 2 years ago
- Code implementation of "Cooperative Trajectory Design of Multiple UAV Base Stations with Heterogeneous Graph Neural Networks".☆114Updated 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…☆114Updated 2 years ago
- ☆31Updated 3 years ago
- [JSAC 2018] Energy-Efficient UAV Control for Effective and Fair Communication Coverage: A Deep Reinforcement Learning Approach☆140Updated last year
- ☆19Updated 4 years ago
- Multi-UAV Assisted Mobile Edge Computing: A hybrid optimization approach of combining multi-agent RL techniques with collaborative and ad…☆36Updated this week
- uav-mec☆17Updated 2 years ago
- 使用Drl来解决多智能体卸载问题☆105Updated 3 years ago
- Source code for AdaptSky paper☆11Updated 2 years ago
- The source code for the paper titled Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edg…☆138Updated 2 months ago
- 基于ppo算法的计算卸载策略研究☆29Updated 2 years ago
- EscapeTheWind / Edge-Computing-and-Caching-Optimization-based-on-PPO-for-Task-Offloading-in-RSU-assisted-IoV☆86Updated last year
- Baseline simulator for Space-Air-Ground Integrated Networks (SAGIN), modeling joint content caching and task offloading by IoT, UAVs, and…☆40Updated 4 months ago