This is the code for the paper Improved DDPG Based Two-Timescale Multi- Dimensional Resource Allocation for Multi-Access Edge Computing Networks
☆28May 6, 2025Updated last year
Alternatives and similar repositories for VT-cenTVT-centrilized-dual-actor-DDPG
Users that are interested in VT-cenTVT-centrilized-dual-actor-DDPG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is the code of the paper:"Joint Service Caching, Communication and Computing Resource Allocation in Collaborative MEC Systems: A DRL…☆46Mar 27, 2025Updated last year
- Actor-Critic Deep Reinforcement Learning for Energy-Efficient and Delay-Aware Task Offloading in UAV-Assisted Mobile Edge Computing.☆32Oct 8, 2025Updated last year
- This research proposes a DRL-powered intelligent resource allocation scheme for 6G networks in smart hospitals, optimizing bandwidth and …☆12Nov 16, 2024Updated last year
- Source code of the paper "Deep Reinforcement Learning-Based Online Resource Management for UAV-Assisted Edge Computing With Dual Connecti…☆115Jul 2, 2024Updated 2 years ago
- Source Code for paper "Joint Computing, Pushing and Caching Optimization for Mobile Edge Computing Networks via Soft Actor-Critic Learnin…☆76Mar 14, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Official implementation of paper "Neural Combinatorial Optimization for Multiobjective Task Offloading in Mobile Edge Computing"☆21Aug 26, 2025Updated last year
- This study presents a task offloading algorithm that considers social relationships, task dependencies, energy consumption, and latency. …☆26Jul 10, 2024Updated 2 years ago
- ☆82Jul 1, 2023Updated 3 years ago
- Source code of “Agile Reinforcement Learning for Real-Time Task Scheduling in Edge Computing” (CAIAC 2025)☆10Mar 12, 2026Updated 7 months ago
- Deep Reinforcement Learning Environments for User-Centric Mobile Edge Computing☆26Mar 22, 2024Updated 2 years ago
- 🎓Automatically Update Offloading in Edge Computing Papers Daily using Github Actions (Update Every 2days)☆16Nov 5, 2025Updated last year
- This item is code for the paper "Dynamic pricing algorithm for edge computing task offloading based on Contextual Multi-Armed Bandit".☆14Apr 16, 2024Updated 2 years ago
- Try to replicate test with the paper "Adaptive Resource Allocation in Future Wireless Networks With Blockchain and Mobile Edge Computing"☆10Nov 1, 2023Updated 3 years ago
- This project proposes a DRL-based fault-tolerant task offloading method for Mobile Edge-Cloud Computing. Using a DDPG algorithm, it minim…☆22Apr 28, 2026Updated 6 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Multi-UAV Assisted Wireless Powered Mobile Edge Computing: A hybrid optimization approach of combining multi-agent RL techniques (includi…☆112May 19, 2026Updated 5 months ago
- Multi-agent Deep Reinforcement Learning for Efficient Computation Offloading in Mobile Edge Computing☆14Jun 7, 2023Updated 3 years ago
- This project optimizes task offloading in autonomous vehicles (AVs)🚘 using Q-learning 🤖 and edge computing ☁️. By analyzing task priori…☆12Feb 27, 2025Updated last year
- ☆15Apr 20, 2026Updated 6 months ago
- Research Paper Implementation "Handover-Enabled Dynamic Computation Offloading for Vehicular Edge Computing Networks" using DQN Reinforce…☆16May 9, 2025Updated last year
- Distributed Optimal and Predictive Energy Resources☆25Oct 16, 2026Updated 3 weeks ago
- 基于边缘计算网络的卸载优化及资源优化☆120Feb 27, 2023Updated 3 years ago
- Evaluation code of our paper in IEEE Transactions on Mobile Computing: ''Joint Optimization of Base Station Clustering and Service Cachin…☆52Mar 15, 2025Updated last year
- 使用强化学习求解边缘计算中短视频边缘缓存策略,当前使用ddpg进行求解☆30May 16, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Evaluation code of our paper in IEEE Transactions on Mobile Computing: ''Towards Decentralized Task Offloading and Resource Allocation in…☆159Jul 31, 2025Updated last year
- Source code for the paper "Energy-Efficient Client Sampling for Federated Learning in Heterogeneous Mobile Edge Computing Networks", this…☆13Aug 22, 2024Updated 2 years ago
- ☆14May 14, 2024Updated 2 years ago
- 002多时间尺度源储荷协调调度+日前日内实时+需求响应☆25Oct 17, 2023Updated 3 years ago
- Official implementation of the paper "MTL-Split: Multi-Task Learning for Edge Devices using Split Computing" accepted @ DAC 2024.☆13Dec 3, 2024Updated last year
- Official code for the ICLR 2025 paper, "Scaling Offline Model-Based RL via Jointly-Optimized World-Action Model Pretraining"☆30Dec 1, 2024Updated last year
- 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
- Official reinforcement learning environment for demand response and grid services. This repository is based on, but distinct from the ori…☆33Oct 13, 2021Updated 5 years ago
- ☆20May 7, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Distributed deep learning cluster simulation environment and RL-GNN resource management implementations.☆14Feb 1, 2023Updated 3 years ago
- Mobility-aware Dynamic Joint Power Control and Resource Allocation for D2D underlaying cellular networks☆14Sep 6, 2020Updated 6 years ago
- Code for IEEE GLOBECOM 2023 paper "Caching for Edge Inference at Scale: A Mean Field Multi-Agent Reinforcement Learning Approach".☆14Aug 14, 2026Updated 2 months ago
- Repository of paper "GDSG: Graph Diffusion-based Solution Generator for Optimization Problems in MEC Networks", IEEE Transactions on Mobi…☆16Dec 15, 2024Updated last year
- The python code for paper "Multi-objective Deep Reinforcement Learning for Mobile Edge Computing"☆127Jul 4, 2023Updated 3 years ago
- This repository contains an implementation of a UAV-based task offloading model using the Multi-Agent Deep Deterministic Policy Gradient …☆172Dec 29, 2025Updated 10 months ago
- Code of Paper "Cooperative Sensing and Uploading for Quality-Cost Tradeoff of Digital Twins in VEC", IEEE TCE, 2024.☆14Jul 10, 2023Updated 3 years ago
Are these results useful?