seanbonjean / MEC_with_DQN
Latency optimized and energy efficient task offloading in MEC system using Deep Q-Network algorithm.
☆12Updated 10 months ago
Alternatives and similar repositories for MEC_with_DQN:
Users that are interested in MEC_with_DQN are comparing it to the libraries listed below
- MEC task offloading(change ddpg into SAC)☆19Updated 2 years ago
- Open source code for paper: Multi-Agent Deep Reinforcement Learning Based Multi-Task Partial Computation Offloading in Mobile Edge Comput…☆11Updated 3 weeks 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
- An intelligent task offloading method based on multi-agent deep reinforcement learning in ultra-dense heterogeneous network with mobile e…☆34Updated 11 months ago
- Novel Vehicular Edge and Fog enabled Computation offloading framework☆16Updated 2 years ago
- Task offloading in vehicular edge computing networks☆20Updated last year
- ZWLab23 / Edge-Computing-and-Caching-Optimization-based-on-PPO-for-Task-Offloading-in-RSU-assisted-IoV☆19Updated last year
- Repository for 'Privacy-Preserving Offloading Scheme in Multi-Access Edge Computing Based on MADRL'☆26Updated last year
- Research project on Resource-elastic tasks for edge cloud computing☆11Updated 3 years ago
- ☆10Updated last year
- ☆23Updated 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
- Towards Heterogeneous Environment: Lyapunov-orientated ImpHetero Reinforcement Learning for Task Offloading☆24Updated 2 years ago
- ☆12Updated last year
- ☆32Updated 9 months ago
- Simulation code for"A Max-Min Task Offloading Algorithm for Mobile Edge Computing Using Non-Orthogonal Multiple Access," IEEE Trans. Veh.…☆28Updated last year
- Proposing Discrete Gray Wolf Optimizer (DGWO), comparing with other optimizers for Mobile Edge Computing (MEC) task offloading scheduling…☆16Updated 2 years ago
- ☆28Updated 4 years ago
- ☆17Updated 3 years ago
- Deep Reinforcement Learning-based Dependent Task Offloading with Theory of Mind☆18Updated 2 months ago
- Learning-Based Load-Aware Heterogeneous Vehicle Edge Computing☆34Updated last year
- ☆25Updated 2 years ago
- Deep Reinforcement Learning Environments for User-Centric Mobile Edge Computing☆25Updated last year
- DRL or Heuristic algorithms for MEC system☆13Updated 11 months ago
- ZWLab23 / Delay-and-Battery-Degradation-Optimization-based-on-PPO-for-Task-Offloading-in-RSU-assisted-IoV☆14Updated last year
- Evaluation code of our paper in IEEE Transactions on Mobile Computing: ''Joint Optimization of Base Station Clustering and Service Cachin…☆48Updated 2 weeks ago
- Multi-agent Deep Reinforcement Learning for Efficient Computation Offloading in Mobile Edge Computing☆13Updated last year
- 2024.3.10 This project utilizes deep reinforcement learning methods for computation offloading and resource allocation in edge computing …☆14Updated last year
- ☆9Updated 3 years ago
- Deep Reinforcement Learning for Offloading and Resource Allocation in Vehicle Edge Computing and Networks☆16Updated 2 years ago