Abhishek-M-N / Intelligent-task-offloading-in-autonoums-vehicular-networks-using-deep-learningView on GitHub
This project applies Deep Reinforcement Learning (DRL) for task offloading in Vehicular Fog Computing (VFC), optimizing resource use among vehicles, RSUs, and the cloud to reduce latency and energy consumption. A PPO-based RL model improves scheduling and efficiency, outperforming traditional methods in dynamic vehicular networks.
☆18Mar 12, 2025Updated last year
Alternatives and similar repositories for Intelligent-task-offloading-in-autonoums-vehicular-networks-using-deep-learning
Users that are interested in Intelligent-task-offloading-in-autonoums-vehicular-networks-using-deep-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Research Paper Implementation "Handover-Enabled Dynamic Computation Offloading for Vehicular Edge Computing Networks" using DQN Reinforce…☆16May 9, 2025Updated last year
- This project optimizes task offloading in autonomous vehicles (AVs)🚘 using Q-learning 🤖 and edge computing ☁️. By analyzing task priori…☆12Feb 27, 2025Updated last year
- Open source code for paper: Multi-Agent Deep Reinforcement Learning Based Multi-Task Partial Computation Offloading in Mobile Edge Comput…☆82Oct 14, 2025Updated 11 months ago
- 车联网环境下的计算卸载方案，共包含4方实体：RSU、Smart Car、Service Organization、MEC Server☆14Jun 15, 2023Updated 3 years ago
- ☆15Apr 20, 2026Updated 5 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Latency optimized and energy efficient task offloading in MEC system using Deep Q-Network algorithm.☆18Jun 2, 2024Updated 2 years ago
- Deep Reinforcement Learning for Delay-Optimized Task Offloading in Vehicular Fog Computing☆27Sep 23, 2026Updated 2 weeks ago
- ☆27Sep 23, 2025Updated 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
- 🎓Automatically Update Offloading in Edge Computing Papers Daily using Github Actions (Update Every 2days)☆16Nov 5, 2025Updated 11 months ago
- ☆12Jan 9, 2025Updated last year
- ☆17Apr 21, 2025Updated last year
- The source code of algorithms in paper "Incentive-Driven Task Offloading and Collaborative Computing in Device-Assisted MEC Networks".☆16Dec 22, 2024Updated last year
- joint computation offloading and resource allocation in Internet of Vehicle☆87Apr 4, 2021Updated 5 years ago
- 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.
- ☆68Oct 29, 2024Updated last year
- ☆26Feb 28, 2025Updated last year
- Task offloading in vehicular edge computing networks☆24Oct 23, 2023Updated 2 years 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
- ☆91Jun 6, 2024Updated 2 years ago
- ☆20May 7, 2021Updated 5 years ago
- This study presents a task offloading algorithm that considers social relationships, task dependencies, energy consumption, and latency. …☆26Jul 10, 2024Updated 2 years ago
- Official implementation of paper "Neural Combinatorial Optimization for Multiobjective Task Offloading in Mobile Edge Computing"☆21Aug 26, 2025Updated last year
- 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 5 months ago
- 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.
- Yan, Ruibin, Yijun Gu, Zeyu Zhang, and Shouzhong Jiao. 2023. "Vehicle Trajectory Prediction Method for Task Offloading in Vehicular Edge …☆14Sep 27, 2023Updated 3 years ago
- ☆12Apr 10, 2024Updated 2 years ago
- Simulation code of paper "H. Zhu, Z. Wang, F. Yang, Y. Zhou and X. Luo, "Intelligent Traffic Network Control in the Era of Internet of Ve…☆11Mar 30, 2022Updated 4 years ago
- Welcome to our open-source project focused on revolutionizing Mobile Edge Computing (MEC) with the power of multiple Unmanned Aerial Vehi…☆49Oct 11, 2023Updated 2 years ago
- Simulation code for "A max-min task offloading algorithm for mobile edge computing using non-orthogonal multiple access," by V. Kumar, M.…☆31Nov 1, 2024Updated last year
- 2024.3.10 This project utilizes deep reinforcement learning methods for computation offloading and resource allocation in edge computing …☆26Mar 7, 2024Updated 2 years ago
- Repository for 'Privacy-Preserving Offloading Scheme in Multi-Access Edge Computing Based on MADRL'☆35Jul 27, 2023Updated 3 years ago
- 车联网边缘计算任务仿真平台☆19Jul 2, 2023Updated 3 years ago
- Coding for Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning.☆40Aug 29, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Enhancing autonomous driving with reinforcement learning for efficient and safe vehicle platooning. Optimizing traffic flow and fuel effi…☆12Feb 14, 2024Updated 2 years ago
- ☆81Jul 1, 2023Updated 3 years ago
- ☆55Jun 24, 2024Updated 2 years ago
- Code of Multi-Agent DRL-based Large-scale Heterogeneous Task Offloading for Dynamic IoT Systems☆18Jul 21, 2025Updated last year
- This repository contains some of the codes for paper "Combining DNN partitioning and early exit" published in EdgeSys '22: Proceedings of…☆13Jul 20, 2023Updated 3 years ago
- A TD3 APPROACH IN OFFLOADING TRAFFIC FOR UAV-ASSISTED MOBILE EDGE COMPUTING☆41Sep 4, 2023Updated 3 years ago
- 《智能网联汽车决策控制技术》代码☆22Nov 14, 2022Updated 3 years ago