GiacomoPracucci / RL-edge-computingLinks
Reinforcement learning for load distribution in a decentralized Edge environment. This is the implementation of my Master's thesis project for the Data science course (October 2023).
☆27Updated 7 months ago
Alternatives and similar repositories for RL-edge-computing
Users that are interested in RL-edge-computing are comparing it to the libraries listed below
Sorting:
- ☆26Updated 2 years ago
- ZWLab23 / Edge-Computing-and-Caching-Optimization-based-on-PPO-for-Task-Offloading-in-RSU-assisted-IoV☆19Updated last year
- User allocation in Mobile Edge Computing Environment using Reinforcement Learning☆29Updated 2 years ago
- ☆35Updated 2 years ago
- ☆16Updated 2 years ago
- Repository for 'Privacy-Preserving Offloading Scheme in Multi-Access Edge Computing Based on MADRL'☆31Updated last year
- ZWLab23 / Delay-and-Battery-Degradation-Optimization-based-on-PPO-for-Task-Offloading-in-RSU-assisted-IoV☆15Updated last year
- The source code of algorithms in paper "Incentive-Driven Task Offloading and Collaborative Computing in Device-Assisted MEC Networks".☆13Updated 6 months ago
- ☆23Updated 3 years ago
- ☆40Updated 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
- Multi-agent Deep Reinforcement Learning for Efficient Computation Offloading in Mobile Edge Computing☆13Updated 2 years ago
- Deep Reinforcement Learning Environments for User-Centric Mobile Edge Computing☆26Updated last year
- Digital-twin Network Service Pre-migration Scheme for Vehicular Edge Computing☆24Updated last year
- ☆12Updated 3 years ago
- ☆18Updated 4 years ago
- Evaluation code and mathematic details of our paper in IEEE Communications Magazine: ''When the User-Centric Network Meets Mobile Edge Co…☆51Updated 3 months ago
- Codes for the paper titled Online Joint Task Offloading and Resource Management in Heterogeneous Mobile Edge Environments.☆8Updated last year
- ☆10Updated last year
- Towards Heterogeneous Environment: Lyapunov-orientated ImpHetero Reinforcement Learning for Task Offloading☆24Updated 2 years ago
- MEC task offloading(change ddpg into SAC)☆20Updated 3 years ago
- Deep Reinforcement Learning for Offloading and Resource Allocation in Vehicle Edge Computing and Networks☆17Updated 3 years ago
- ☆21Updated last year
- Evaluation code of our paper in IEEE Transactions on Mobile Computing: ''Joint Optimization of Base Station Clustering and Service Cachin…☆48Updated 3 months ago
- Simulate one server for one user, use PPO.☆14Updated 3 years ago
- Codes for the paper titled Online Joint Task Offloading and Resource Management in Heterogeneous Mobile Edge Environments.☆15Updated 2 years ago
- The source code of algorithms in paper "Computation Rate Maximization for Wireless Powered Edge Computing With Multi-User Cooperation"☆11Updated 11 months ago
- Decision making using Reinforcement Learning☆22Updated 5 years ago
- Related paper: Online Scheduling for Energy Minimization in Wireless Powered Mobile Edge Computing☆9Updated 2 years ago
- ☆12Updated 4 years ago