Deep Reinforcement Learning Environments for User-Centric Mobile Edge Computing
☆26Mar 22, 2024Updated 2 years ago
Alternatives and similar repositories for UCMEC_env
Users that are interested in UCMEC_env are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Evaluation code and mathematic details of our paper in IEEE Communications Magazine: ''When the User-Centric Network Meets Mobile Edge Co…☆52Mar 15, 2025Updated last year
- Dynamic Task Software Caching-Assisted Computation Offloading for Multi-Access Edge Computing☆11Dec 18, 2022Updated 3 years ago
- Q learning and DQN☆10Mar 14, 2022Updated 4 years ago
- Minimum Energy Resource Allocation Strategy with partial offloading☆10Jan 17, 2022Updated 4 years ago
- ☆39Sep 10, 2022Updated 4 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.
- ☆36Dec 11, 2022Updated 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
- Implementation of the article 'A Strategic Game for Task Offloading among Capacitated UAV-mounted Cloudlets'☆13Jan 2, 2023Updated 3 years ago
- Paper publised in TNSM entitled "DRL-Based Long-Term Resource Planning for Task Offloading Policies in Multi-Server Edge Computing Networ…☆84Jul 18, 2022Updated 4 years ago
- ☆17Dec 12, 2022Updated 3 years ago
- Evaluation code of our paper in IEEE Transactions on Cognitive Communications and Networking: ''Energy-Efficient Blockchain-enabled User-…☆49Oct 23, 2026Updated last week
- Edge computing system for mUAV crowd identification and monitoring.☆11Oct 30, 2021Updated 5 years ago
- Implementation of Mobile Edge Computing Server for Live Streaming Video Applications☆11Jul 23, 2019Updated 7 years ago
- MEC task offloading(change ddpg into SAC)☆23Jun 20, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆40May 5, 2021Updated 5 years ago
- ☆10Feb 28, 2021Updated 5 years ago
- A Realistic Mobile Edge Computing environment; with conditions for deadline and energy Energy-Constrained☆31Feb 2, 2025Updated last year
- Source code for "Congestion-aware Distributed Task Offloading in Wireless Multi-hop Networks Using Graph Neural Networks"☆14Oct 23, 2024Updated 2 years ago
- ☆20May 7, 2021Updated 5 years ago
- [IEEE TMC 2020] "Computation Offloading in Multi-Access Edge Computing: A Multi-Task Learning Approach" and [IEEE GlobeCom 2023] "A Multi…☆93Apr 15, 2024Updated 2 years ago
- 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
- Repository for 'Privacy-Preserving Offloading Scheme in Multi-Access Edge Computing Based on MADRL'☆35Jul 27, 2023Updated 3 years ago
- Code for the paper 'Multi-Agent Reinforcement Learning in NOMA-Aided UAV Networks for Cellular Offloading'☆95Oct 10, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- edge computing with reinforcement learning☆21Mar 29, 2023Updated 3 years ago
- RL and MARL from Mobile Edge Computing Load Optimization☆12Jun 28, 2023Updated 3 years ago
- Task offloading in vehicular edge computing networks☆24Oct 23, 2023Updated 3 years ago
- ☆23Oct 14, 2023Updated 3 years ago
- Code of Paper "Joint Task Offloading and Resource Optimization in NOMA-based Vehicular Edge Computing: A Game-Theoretic DRL Approach", JS…☆366Jul 10, 2023Updated 3 years ago
- Mobility Aware Energy Minimal Task Offloading with Delay Constraints in Mobile Edge Computing Environment☆16Feb 8, 2022Updated 4 years ago
- It's a implementation about the paper Liang Huang, Suzhi Bi, and Ying-jun Angela Zhang, "Deep Reinforcement Learning for Online Computati…☆167Feb 26, 2020Updated 6 years ago
- Codes for the paper titled Online Joint Task Offloading and Resource Management in Heterogeneous Mobile Edge Environments.☆18Dec 7, 2022Updated 3 years ago
- ☆28Mar 20, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆25Feb 25, 2023Updated 3 years ago
- This is an instant noodle implementation of "Adaptive Task Offloading in Coded Edge Computing: A Deep Reinforcement Learning Approach"☆27Jul 2, 2022Updated 4 years ago
- Reference Python implementation of Lyapunov-based online scheduling for energy minimization in multi-AP wireless-powered mobile edge comp…☆10Aug 3, 2026Updated 3 months ago
- Reinforcement learning for load distribution in a decentralized Edge environment. This is the implementation of my Master's thesis projec…☆28Nov 28, 2024Updated 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
- ☆14Apr 12, 2022Updated 4 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