AFNANAMIN / Resource-Allocation-using-deeprlLinks
Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks
☆109Updated 3 years ago
Alternatives and similar repositories for Resource-Allocation-using-deeprl
Users that are interested in Resource-Allocation-using-deeprl are comparing it to the libraries listed below
Sorting:
- This repository contains the implementation codes of deep reinforcement learning (DRL) in user association and resource allocation in het…☆71Updated 5 years ago
- Distributed Resource Allocation with Multi-Agent Deep Reinforcement Learning for 5G-V2V Communication☆127Updated 4 years ago
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆31Updated 3 years ago
- Source Codes for: DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing☆58Updated 4 years ago
- 20220427-use DQN and DDPG to allocation the NOMA resource☆59Updated 2 years ago
- Deep Reinforcement Learning for Joint Spectrum and Power Allocation in Cellular Networks code☆80Updated 4 years ago
- ☆88Updated 4 months ago
- J. Liu, X. Tao and J. Lu, "Mobility-Aware Centralized Reinforcement Learning for Dynamic Resource Allocation in HetNets," accepted by IEE…☆60Updated 5 years ago
- Code for Globecom2020 paper: Resource Allocation based on Graph Neural Networks in Vehicular Communications☆58Updated last year
- Resource allocation for Device-to-Device (D2D) communications using deep reinforcement learning.☆36Updated 5 years ago
- Reproduce results of the research article "Deep Reinforcement Learning Based Resource Allocation for V2V Communications"☆239Updated 3 years ago
- Code for the paper On-Policy vs. Off-Policy Deep Reinforcement Learning for Resource Allocation in Open Radio Access Network☆34Updated 3 years ago
- Resource allocation in V2X☆29Updated 3 years ago
- Reinforced Learning for NS3 in Cognitive Radio spectrum selection☆11Updated 3 years ago
- ☆77Updated 6 years ago
- DQN for 5G RAN Slicing☆15Updated 4 years ago
- intial version☆161Updated 6 years ago
- Code for Learn to Compress CSI and Allocate Resources in Vehicular Networks☆42Updated 4 years ago
- Deep Reinforcement Learning (DRL) based Dynamic Spectrum Access (DSA) using Reservoir Computing (RC) (In IoT-J-2019)☆45Updated 4 years ago
- Evaluation code of our paper in IEEE Transactions on Mobile Computing: ''Towards Decentralized Task Offloading and Resource Allocation in…☆124Updated 4 months ago
- Source Code for paper "Joint Computing, Pushing and Caching Optimization for Mobile Edge Computing Networks via Soft Actor-Critic Learnin…☆64Updated 4 months ago
- Simulation code for the paper "Resource Allocation in V2X Networks: From Classical Optimization to Machine Learning-based Solutions"☆18Updated last year
- D3QN framework for distributed resource allocation☆18Updated last year
- ☆18Updated 3 years ago
- ☆11Updated 4 years ago
- Contains Implementation of Paper " S Wang, H Liu, P H Gomes, and B Krishnamachari ; Deep Reinforcement Learning for Dynamic Multichannel …☆57Updated 6 years ago
- ☆41Updated last year
- Resource allocation for D2D-enabled vehicular communications, IEEE Transactions on Communications☆139Updated last year
- ☆26Updated 3 years ago
- Evaluation code of our paper in IEEE Transactions on Vehicular Technology: ''Joint Transmission and Resource Optimization in NOMA-assiste…☆73Updated 4 months ago