RedBulZz / Computition-Offloading-and-Resource-Allocation-with-PPO20240310
2024.3.10 This project utilizes deep reinforcement learning methods for computation offloading and resource allocation in edge computing systems.
☆14Updated last year
Alternatives and similar repositories for Computition-Offloading-and-Resource-Allocation-with-PPO20240310:
Users that are interested in Computition-Offloading-and-Resource-Allocation-with-PPO20240310 are comparing it to the libraries listed below
- An intelligent task offloading method based on multi-agent deep reinforcement learning in ultra-dense heterogeneous network with mobile e…☆34Updated 11 months ago
- ZWLab23 / Edge-Computing-and-Caching-Optimization-based-on-PPO-for-Task-Offloading-in-RSU-assisted-IoV☆19Updated last year
- MEC task offloading(change ddpg into SAC)☆19Updated 2 years ago
- A TD3 APPROACH IN OFFLOADING TRAFFIC FOR UAV-ASSISTED MOBILE EDGE COMPUTING☆33Updated last year
- Open source code for paper: Multi-Agent Deep Reinforcement Learning Based Multi-Task Partial Computation Offloading in Mobile Edge Comput…☆10Updated 3 weeks ago
- ☆25Updated 2 years ago
- Deep Reinforcement Learning Environments for User-Centric Mobile Edge Computing☆25Updated last year
- Simulation code for"A Max-Min Task Offloading Algorithm for Mobile Edge Computing Using Non-Orthogonal Multiple Access," IEEE Trans. Veh.…☆28Updated last year
- ☆19Updated 2 years ago
- ☆10Updated last year
- This is an instant noodle implementation of "Adaptive Task Offloading in Coded Edge Computing: A Deep Reinforcement Learning Approach"☆26Updated 2 years ago
- Evaluation code and mathematic details of our paper in IEEE Communications Magazine: ''When the User-Centric Network Meets Mobile Edge Co…☆51Updated 2 weeks ago
- ☆23Updated 2 years ago
- Source Code of QDRL: Queue-aware Online DRL for Computation Offloading in Industrial Internet of Things☆11Updated last year
- Task offloading in vehicular edge computing networks☆20Updated last year
- Towards Heterogeneous Environment: Lyapunov-orientated ImpHetero Reinforcement Learning for Task Offloading☆24Updated 2 years ago
- ☆28Updated 4 years ago
- ☆39Updated last year
- Codes for the paper titled Online Joint Task Offloading and Resource Management in Heterogeneous Mobile Edge Environments.☆8Updated last year
- JOINT RESOURCE ALLOCATION AND TRAJECTORY OPTIMIZATION FOR MULTI-UAV-ASSISTED MULTI-ACCESS MOBILE EDGE COMPUTING☆25Updated last year
- Deep Reinforcement Learning-based Dependent Task Offloading with Theory of Mind☆18Updated 2 months ago
- ☆17Updated 3 years ago
- Source code of the paper "Deep Reinforcement Learning-Based Online Resource Management for UAV-Assisted Edge Computing With Dual Connecti…☆69Updated 8 months ago
- charyco / A-Social-Relationship-Awareness-Based-Dependent-Task-Offloading-Algorithm-for-Mobile-Edge-ComputingThis study presents a task offloading algorithm that considers social relationships, task dependencies, energy consumption, and latency. …☆18Updated 8 months ago
- ☆32Updated 9 months ago
- ☆14Updated 2 years ago
- Latency optimized and energy efficient task offloading in MEC system using Deep Q-Network algorithm.☆12Updated 9 months ago
- Digital-twin Network Service Pre-migration Scheme for Vehicular Edge Computing☆22Updated last year
- ☆26Updated last year
- Simulate one server for one user, use PPO.☆14Updated 3 years ago