jiaxiang-cheng / PyTorch-PDQN-for-Digital-Twin-ACSLinks
PyTorch implementation of RIC for conveyor systems with Deep Q-Networks (DQN) and Profit-Sharing (PS). Wang, T., Cheng, J., Yang, Y., Esposito, C., Snoussi, H., & Tao, F. (2020). Adaptive Optimization Method in Digital Twin Conveyor Systems via Range-Inspection Control. IEEE Transactions on Automation Science and Engineering.
☆13Updated 3 years ago
Alternatives and similar repositories for PyTorch-PDQN-for-Digital-Twin-ACS
Users that are interested in PyTorch-PDQN-for-Digital-Twin-ACS are comparing it to the libraries listed below
Sorting:
- RL and MARL from Mobile Edge Computing Load Optimization☆11Updated 2 years ago
- Robustness Evaluation of RL-based Algorithms for Resource Allocation in 5G Network Slicing☆13Updated last year
- GitHub for the article Deep Reinforcement Learning for URLLC data management on top of scheduled eMBB traffic (Fabio Saggese, Luca Pasqua…☆17Updated 4 years ago
- Three Agent-Based Simulation for Edge Computing in 5G and Beyond for the recent paper titled "Design and Simulation of a Hybrid Architect…☆19Updated 3 years ago
- Research project on Resource-elastic tasks for edge cloud computing☆12Updated 4 years ago
- Code containing RRM simulation using RL in a scenario with RAN slicing.☆22Updated 2 years ago
- ☆12Updated 3 years ago
- This is the code for paper: Scalable Federated Multi-agent Architecture forNetworked Communication Scenarios☆21Updated 4 years ago
- zamaniali1995 / A-Novel-Approach-for-Service-Function-Chain-SFC-Mapping-with-Multiple-SFC-instances-paperThis code simulate effect of using edge computing for NFV.☆11Updated 5 years ago
- Exploring Deep Reinforcement Learning-Assisted Federated Learning for Online Resource Allocation in Privacy-Preserving EdgeIoT☆35Updated last year
- Code for the paper On-Policy vs. Off-Policy Deep Reinforcement Learning for Resource Allocation in Open Radio Access Network☆34Updated 3 years ago
- Admission Control and Resource Allocation mechanism for 5G Core Network Slicing based on Reinforcement Learning and Deep Learning☆42Updated 3 years ago
- Scripts for the "ITU-ML5G-PS-006: ML5G-PHY-Reinforcement learning: scheduling and resource allocation"☆31Updated 4 years ago
- You can find code and data of an energy-saving deep learning algorithm for ABSS with UAV here.☆10Updated 7 years ago
- Decision making using Reinforcement Learning☆24Updated 5 years ago
- This repository contains the Python implementation of our submitted paper titled "Deep Reinforcement Learning for Joint Trajectory and Co…☆15Updated last year
- Reinforcement learning based scheduling algorithm for optimizing AoI in URLLC networks☆52Updated 6 years ago
- This is code of paper entitled "AI-based Radio Resource and Transmission Opportunity Allocation for 5G-V2X HetNets: NR and NR-U networks…☆14Updated 2 years ago
- Reinforcement learning environment for MIMO communications.☆15Updated 4 years ago
- Source Codes for: DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing☆57Updated 4 years ago
- Task Scheduler based on Reinforcement Learning (RL) that allocates re-routing computation into the appropriate network element (edge nod…☆19Updated 3 years ago
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆31Updated 3 years ago
- qiongwu86 / Resource-allocation-for-twin-maintenance-and-computing-tasks-in-digital-twin-mobile-edge-network☆32Updated last week
- Source code for the papers "Deep-reinforcement learning for fair distributed dynamic spectrum access in wireless networks" and "Deep‐rein…☆12Updated 3 years ago
- Evaluation code of our paper in IEEE Transactions on Cognitive Communications and Networking: ''Energy-Efficient Blockchain-enabled User-…☆48Updated 7 months ago
- Thesis in Federated Learning using an Edge/Cloud Computing architecture☆10Updated 4 years ago
- Attempt to reimplement the IEEE VTC2023-Spring 'Deep Reinforcement Learning-Based Resource Allocation for Cellular V2X Communications' pa…☆24Updated last year
- Latency optimized and energy efficient task offloading in MEC system using Deep Q-Network algorithm.☆17Updated last year
- This repository contains a Reinforcement learning algorithm for task scheduling in edge-cloud computing.☆13Updated last year
- This package analyzes the age of information (AoI) in a wireless network, providing metrics for network performance evaluation. It can b…☆18Updated 7 months ago