Multi-UAV Assisted Wireless Powered Mobile Edge Computing: A hybrid optimization approach of combining multi-agent RL techniques (including attention mechanisms) with collaborative and adaptive caching policies for supporting mobile edge computing through UAVs.
☆103May 19, 2026Updated 2 months ago
Alternatives and similar repositories for Multi-UAV-Mobile-Edge-Computing-Hybrid-Optimization
Users that are interested in Multi-UAV-Mobile-Edge-Computing-Hybrid-Optimization are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Actor-Critic Deep Reinforcement Learning for Energy-Efficient and Delay-Aware Task Offloading in UAV-Assisted Mobile Edge Computing.☆30Oct 8, 2025Updated 10 months ago
- This repository contains an implementation of a UAV-based task offloading model using the Multi-Agent Deep Deterministic Policy Gradient …☆168Dec 29, 2025Updated 7 months ago
- Multi-Agent RL for UAV Control for Fair and Energy-Efficient Coverage Maximisation☆21May 18, 2025Updated last year
- ☆34Mar 16, 2026Updated 4 months ago
- Official implementation of paper "Neural Combinatorial Optimization for Multiobjective Task Offloading in Mobile Edge Computing"☆20Aug 26, 2025Updated 11 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Open source code for paper: Multi-Agent Deep Reinforcement Learning Based Multi-Task Partial Computation Offloading in Mobile Edge Comput…☆81Oct 14, 2025Updated 9 months ago
- ☆16Apr 21, 2025Updated last year
- This is the code for the paper Improved DDPG Based Two-Timescale Multi- Dimensional Resource Allocation for Multi-Access Edge Computing N…☆28May 6, 2025Updated last year
- joint optimization of UAV trajectory, transmit power and GU-MEC association with multiple UAV and multiple GUs☆42Apr 1, 2025Updated last year
- Implementation of a multi-agent UAV swarm system using MADDPG. Drones learn to avoid collisions, maximize user coverage, and coordinate e…☆16Jun 27, 2025Updated last year
- Source code of the paper "Multi-Agent Reinforcement Learning for Cooperative Trajectory Design of UAV-BS Fleets in Terrestrial/Non-Terres…☆15May 10, 2025Updated last year
- UAVs path planning algorithm based on multi-agent deep reinforcement learning algorithm MASAC☆27Aug 3, 2026Updated last week
- Source code of the paper "Deep Reinforcement Learning-Based Online Resource Management for UAV-Assisted Edge Computing With Dual Connecti…☆111Jul 2, 2024Updated 2 years ago
- An intelligent task offloading method based on multi-agent deep reinforcement learning in ultra-dense heterogeneous network with mobile e…☆55Apr 10, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A multi-agent reinforcement learning framework for optimizing coverage and connectivity in Space-Air-Ground integrated networks. This pro…☆62Feb 26, 2026Updated 5 months ago
- UavNetSim: A Python-based simulation platform for designing and testing communication protocols and control algorithms in UAV swarm.☆354Jul 10, 2026Updated last month
- Multi-Agent Deep Reinforcement Learning for Collaborative Computation Offloading in Mobile Edge-Computing☆22May 29, 2025Updated last year
- Official Pytorch implementation of Soft-DRGN (IEEE trans on Mobile Computing 2022)☆47Jun 27, 2022Updated 4 years ago
- ☆66Oct 29, 2024Updated last year
- Simulation code for"A Max-Min Task Offloading Algorithm for Mobile Edge Computing Using Non-Orthogonal Multiple Access," IEEE Trans. Veh.…☆41Oct 15, 2023Updated 2 years ago
- [ToN 2024] Ensuring Threshold AoI for UAV-assisted Mobile Crowdsensing by Multi-Agent Deep Reinforcement Learning with Transformer☆53Jan 23, 2024Updated 2 years ago
- Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach…☆717Jul 22, 2026Updated 3 weeks ago
- This is the code of the paper:"Joint Service Caching, Communication and Computing Resource Allocation in Collaborative MEC Systems: A DRL…☆45Mar 27, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Baseline simulator for Space-Air-Ground Integrated Networks (SAGIN), modeling joint content caching and task offloading by IoT, UAVs, and…☆55Aug 25, 2025Updated 11 months ago
- ☆24Jun 9, 2026Updated 2 months ago
- This repository contains project files for prescriptive task allocation for UAV fleet project.☆17Jul 29, 2025Updated last year
- ☆81Jul 1, 2023Updated 3 years ago
- 基于 MAPPO (Multi-Agent Proximal Policy Optimization) 深度强化学习的多无人机协同覆盖路径规划与动态避障算法☆30Mar 25, 2026Updated 4 months ago
- Paper publised in TNSM entitled "DRL-Based Long-Term Resource Planning for Task Offloading Policies in Multi-Server Edge Computing Networ…☆85Jul 18, 2022Updated 4 years ago
- UAV Flocking with Multi-Agent Reinforcement Learning. The Code of the paper: "An invulnerable leader–follower collision-free unmanned aer…☆49Dec 10, 2025Updated 8 months ago
- ☆18Sep 6, 2024Updated last year
- 利用多智能体强化学习算法解决无人机轨迹和RIS相移优化的安全能效问题☆16Apr 7, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The source code for the paper titled Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edg…☆152Apr 8, 2026Updated 4 months ago
- The python code for paper "Multi-objective Deep Reinforcement Learning for Mobile Edge Computing"☆125Jul 4, 2023Updated 3 years ago
- ☆12Jan 9, 2025Updated last year
- 基于 Proximal Policy Optimization (PPO) 深度强化学习的无人机复杂环境路径规划与动态避障算法☆20Mar 25, 2026Updated 4 months ago
- [IEEE WCNC] Deep Reinforcement Learning for Secrecy Energy-Efficient UAV Communication with Reconfigurable Intelligent Surfaces☆178Sep 28, 2023Updated 2 years ago
- Research Paper Implementation "Handover-Enabled Dynamic Computation Offloading for Vehicular Edge Computing Networks" using DQN Reinforce…☆16May 9, 2025Updated last year
- A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning (DRL) for Mobile Edge Computing (MEC) | This algorit…☆288Apr 5, 2025Updated last year