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
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- 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☆26Jun 2, 2025Updated last year
- ☆27Sep 23, 2025Updated 11 months 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
- 🎓Automatically Update Offloading in Edge Computing Papers Daily using Github Actions (Update Every 2days)☆16Nov 5, 2025Updated 10 months ago
- ☆17Apr 21, 2025Updated last year
- ☆12Jan 9, 2025Updated last year
- The source code of algorithms in paper "Incentive-Driven Task Offloading and Collaborative Computing in Device-Assisted MEC Networks".☆15Dec 22, 2024Updated last year
- joint computation offloading and resource allocation in Internet of Vehicle☆87Apr 4, 2021Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆68Oct 29, 2024Updated last year
- ☆27Feb 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"☆20Aug 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 4 months 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.
- Yan, Ruibin, Yijun Gu, Zeyu Zhang, and Shouzhong Jiao. 2023. "Vehicle Trajectory Prediction Method for Task Offloading in Vehicular Edge …☆14Sep 27, 2023Updated 2 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.☆38Aug 29, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 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