AFNANAMIN / Resource-Allocation-using-deeprl
Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks
☆90Updated 2 years ago
Related projects: ⓘ
- This repository contains the implementation codes of deep reinforcement learning (DRL) in user association and resource allocation in het…☆58Updated 4 years ago
- Distributed Resource Allocation with Multi-Agent Deep Reinforcement Learning for 5G-V2V Communication☆98Updated 3 years ago
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆25Updated 2 years ago
- Deep Reinforcement Learning for Joint Spectrum and Power Allocation in Cellular Networks code☆66Updated 4 years ago
- Source Codes for: DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing☆48Updated 3 years ago
- Code for the paper On-Policy vs. Off-Policy Deep Reinforcement Learning for Resource Allocation in Open Radio Access Network☆25Updated 2 years ago
- DQN for 5G RAN Slicing☆13Updated 3 years ago
- Resource allocation in V2X☆24Updated 2 years ago
- J. Liu, X. Tao and J. Lu, "Mobility-Aware Centralized Reinforcement Learning for Dynamic Resource Allocation in HetNets," accepted by IEE…☆57Updated 4 years ago
- 20220427-use DQN and DDPG to allocation the NOMA resource☆43Updated last year
- Contains Implementation of Paper " S Wang, H Liu, P H Gomes, and B Krishnamachari ; Deep Reinforcement Learning for Dynamic Multichannel …☆49Updated 5 years ago
- ☆68Updated 5 years ago
- Contains the code related to our paper on scheduling and resource allocation in wireless communications.☆27Updated last year
- Code for Globecom2020 paper: Resource Allocation based on Graph Neural Networks in Vehicular Communications☆47Updated last year
- Resource allocation for Device-to-Device (D2D) communications using deep reinforcement learning.☆27Updated 4 years ago
- Code for Learn to Compress CSI and Allocate Resources in Vehicular Networks☆38Updated 4 years ago
- Deep Reinforcement Learning (DRL) based Dynamic Spectrum Access (DSA) using Reservoir Computing (RC) (In IoT-J-2019)☆36Updated 3 years ago
- ☆42Updated 4 years ago
- intial version☆145Updated 5 years ago
- ☆21Updated 11 months ago
- ☆25Updated 2 years ago
- ☆11Updated this week
- Joint spectrum and power allocation for cognitive capacity harvested network with using DQN learning method☆21Updated 5 years ago
- Optimization of SE and EE based on DRL☆17Updated 4 years ago
- ICC 2022 submit paper code☆24Updated 9 months ago
- Deep Reinforcement Learning and BCD to solve phase shift and resource allocation of RIS and RSU☆21Updated 3 years ago
- Project regarding Resource allocation using RL☆21Updated 4 years ago
- Channel Selection and Power Control for D2D Communication via Online Reinforcement Learning☆36Updated 3 years ago
- Paper publised in TNSM entitled "DRL-Based Long-Term Resource Planning for Task Offloading Policies in Multi-Server Edge Computing Networ…☆62Updated 2 years ago
- Resource allocation for D2D-enabled vehicular communications, IEEE Transactions on Communications☆124Updated 8 months ago